From 15d5a61cd5e2edcfef79a7ea0856403d5d27d48c Mon Sep 17 00:00:00 2001 From: Mirletz Date: Thu, 10 Oct 2024 16:21:20 -0600 Subject: [PATCH] graphing tweak and reruning PVRW 2023 so that I have it in the temp folder on this, updating for Noreen and Susan data request. --- .../MaterialCompositionAnnual-Graph.xlsx | Bin 69335 -> 68386 bytes docs/publications/11a - PVRW 2023.html | 49581 +++------------- docs/publications/11a - PVRW 2023.ipynb | 41044 +++---------- docs/publications/11a - PVRW 2023.py | 112 +- 4 files changed, 16192 insertions(+), 74545 deletions(-) diff --git a/PV_ICE/baselines/SupportingMaterial/MaterialCompositionAnnual-Graph.xlsx b/PV_ICE/baselines/SupportingMaterial/MaterialCompositionAnnual-Graph.xlsx index 35ea5a5f2c44b50cb8dbb39befb3368a51fe5f47..57bab9a80db2c85b5c32ad5b1affbe4514a7b356 100644 GIT binary patch delta 11733 zcmY+q1yCH%7p~3X?h@SHU4y&3ySqDq4H6(YEU>t{ySqzpx8P3D5G2S)e*atdt2uHGWR*Vp72A%2!@)fDupa{E|g 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zn6Pa`I0}O&j1UPVi+JV@Gem+5s6${G&n*!Q_6G?hg(#Z}qeF&Y<9vfzKDX1=uzY0r zedJo$_H!#(2hFIWfTh5R!E{hS6o_bzFlQ9FVB-*!rk?~hhys6z{}}8X1upz;9QFzo z-sd(A^LcJ7HlTcP#qq9U!d6h>a>JYOYv$*H;lZTP;9y%@&jK)SG>{Global Deployment Projectionfig, ax1 = plt.subplots() -ax1.plot(global_projection['World_Cumu_[MW]']/1e6, color='orange') +ax1.plot(global_projection['World_cum']/1e6, color='orange') ax1.set_ylabel('Cumulative Solar Capacity [TW]', color='orange') ax2 = ax1.twinx() -ax2.plot(global_projection['World_Annual_[MW]']/1e6) +ax2.plot(global_projection['World_annual_[MWdc]']/1e6) ax2.set_ylabel('Annual Installations [TW]') plt.show() @@ -15111,7 +15111,7 @@

Global Deployment Projection - @@ -15159,12 +15159,12 @@

Global Deployment Projection @@ -109618,7 +77227,7 @@

Explore Degradation
>>>> Calculating Material Flows <<<<
 
-Working on Scenario:  deg_1.4%/yr
+Working on Scenario:  early loss
 ********************
 Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
@@ -109630,13 +77239,17 @@ 

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -109664,11 +77277,7 @@

Explore Degradation -
>>>> Calculating Material Flows <<<<
-
-Working on Scenario:  deg_1.5%/yr
-********************
-Finished Area+Power Generation Calculations
+
Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -109678,7 +77287,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -109726,7 +77335,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -109774,7 +77383,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -109822,7 +77431,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -109870,7 +77479,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -109918,7 +77527,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -109966,7 +77575,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -110014,17 +77623,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -110052,7 +77657,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_c
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -110062,17 +77671,13 @@ 

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -110100,7 +77705,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_d
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -110110,7 +77719,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -110158,7 +77767,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -110206,7 +77815,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -110254,7 +77863,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -110302,7 +77911,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -110350,7 +77959,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -110398,7 +78007,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -110446,7 +78055,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -110494,7 +78103,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -110542,17 +78151,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -110580,7 +78185,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_b
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -110590,7 +78199,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -110638,7 +78247,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -110686,7 +78295,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -110734,7 +78343,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -110782,7 +78391,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -110830,7 +78439,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -110878,7 +78487,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -110926,7 +78535,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -110974,7 +78583,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -111022,7 +78631,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -111070,7 +78679,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -111118,17 +78727,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -111156,7 +78761,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_b
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -111166,7 +78775,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -111214,17 +78823,61 @@

Explore Degradation + + + + + + + + + @@ -111236,11 +78889,11 @@

Explore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -111252,7 +78905,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  regular loss
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -111262,7 +78919,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -111310,7 +78967,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -111358,7 +79015,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -111406,7 +79063,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -111454,17 +79111,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -111492,7 +79145,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_d
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -111502,7 +79159,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -111550,13 +79207,17 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -111584,11 +79245,7 @@

Explore Degradation -
>>>> Calculating Material Flows <<<<
-
-Working on Scenario:  deg_1.5%/yr
-********************
-Finished Area+Power Generation Calculations
+
Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -111598,7 +79255,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -111646,7 +79303,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -111694,17 +79351,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -111732,7 +79385,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_c
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -111742,7 +79399,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -111790,7 +79447,55 @@

Explore Degradation + + + + + + + + + @@ -111838,7 +79543,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -111886,7 +79591,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -111934,7 +79639,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -111982,7 +79687,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -112030,7 +79735,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -112078,7 +79783,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -112126,7 +79831,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -112174,7 +79879,55 @@

Explore Degradation + + + + + + + + + @@ -112222,7 +79975,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -112270,13 +80023,17 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -112304,11 +80061,7 @@

Explore Degradation -
>>>> Calculating Material Flows <<<<
-
-Working on Scenario:  deg_1.0%/yr
-********************
-Finished Area+Power Generation Calculations
+
Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -112318,7 +80071,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -112366,7 +80119,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -112414,7 +80167,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -112462,7 +80215,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -112510,7 +80263,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -112558,7 +80311,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -112606,7 +80359,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -112654,17 +80407,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -112692,7 +80441,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_a
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -112702,7 +80455,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -112750,17 +80503,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -112788,7 +80537,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_c
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -112798,7 +80551,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -112846,7 +80599,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -112894,7 +80647,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -112942,7 +80695,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -112990,7 +80743,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -113038,7 +80791,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -113086,7 +80839,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -113134,7 +80887,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -113182,7 +80935,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -113230,7 +80983,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -113278,7 +81031,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -113326,7 +81079,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -113374,7 +81127,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -113422,17 +81175,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -113460,7 +81209,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  regular loss
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -113470,7 +81223,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -113518,17 +81271,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -113556,7 +81305,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_a
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -113566,7 +81319,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -113614,7 +81367,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -113662,7 +81415,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -113710,17 +81463,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -113748,7 +81497,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  regular loss
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -113758,7 +81511,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -113806,7 +81559,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -113854,7 +81607,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -113902,7 +81655,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -113950,7 +81703,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -113998,7 +81751,55 @@

Explore Degradation + + + + + + + + + @@ -114046,7 +81847,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -114094,7 +81895,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -114142,7 +81943,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -114190,7 +81991,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -114238,7 +82039,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -114286,7 +82087,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -114334,7 +82135,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -114382,7 +82183,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -114430,7 +82231,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -114478,7 +82279,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -114526,7 +82327,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -114574,7 +82375,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -114622,7 +82423,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -114670,7 +82471,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -114718,7 +82519,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -114766,7 +82567,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -114814,7 +82615,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -114862,7 +82663,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -114910,13 +82711,17 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -114944,11 +82749,7 @@

Explore Degradation -
>>>> Calculating Material Flows <<<<
-
-Working on Scenario:  deg_0.5%/yr
-********************
-Finished Area+Power Generation Calculations
+
Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -114958,7 +82759,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -115006,7 +82807,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -115054,7 +82855,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -115102,7 +82903,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -115150,7 +82951,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -115198,7 +82999,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -115246,7 +83047,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -115294,7 +83095,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -115342,7 +83143,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -115390,7 +83191,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -115438,7 +83239,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -115486,7 +83287,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -115534,7 +83335,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -115582,13 +83383,17 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -115616,11 +83421,7 @@

Explore Degradation -
>>>> Calculating Material Flows <<<<
-
-Working on Scenario:  deg_1.9%/yr
-********************
-Finished Area+Power Generation Calculations
+
Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -115630,7 +83431,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -115678,7 +83479,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -115726,7 +83527,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -115774,7 +83575,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -115822,7 +83623,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -115870,7 +83671,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -115918,7 +83719,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -115966,7 +83767,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -116014,7 +83815,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -116062,7 +83863,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -116110,7 +83911,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -116158,7 +83959,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -116206,17 +84007,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -116244,7 +84041,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_d
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -116254,7 +84055,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -116302,17 +84103,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -116340,7 +84137,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  early loss
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -116350,7 +84151,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -116398,7 +84199,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -116446,7 +84247,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -116494,17 +84295,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -116532,7 +84329,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_d
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -116542,7 +84343,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -116590,7 +84391,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -116638,7 +84439,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -116686,17 +84487,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -116724,7 +84521,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_b
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -116734,7 +84535,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -116782,7 +84583,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -116830,7 +84631,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -116878,7 +84679,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -116926,7 +84727,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -116974,7 +84775,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -117022,7 +84823,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -117070,7 +84871,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -117118,7 +84919,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -117166,7 +84967,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -117214,7 +85015,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -117262,7 +85063,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -117310,7 +85111,7 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -117346,7 +85147,7 @@

Explore Degradation
>>>> Calculating Material Flows <<<<
 
-Working on Scenario:  deg_1.5%/yr
+Working on Scenario:  class_c
 ********************
 Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
@@ -117358,7 +85159,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -117406,7 +85207,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -117454,7 +85255,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -117502,17 +85303,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -117540,7 +85337,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_a
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -117550,17 +85351,13 @@ 

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -117588,7 +85385,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_b
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -117598,17 +85399,13 @@ 

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -117636,7 +85433,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_c
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -117646,7 +85447,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -117694,7 +85495,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -117742,7 +85543,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -117790,7 +85591,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -117838,17 +85639,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -117876,7 +85673,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_b
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -117886,7 +85687,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -117934,7 +85735,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -117982,7 +85783,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -118030,7 +85831,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -118078,7 +85879,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -118126,7 +85927,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -118174,7 +85975,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -118222,7 +86023,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -118270,7 +86071,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -118318,7 +86119,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -118366,7 +86167,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -118414,17 +86215,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -118452,7 +86249,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_b
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -118462,7 +86263,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -118510,17 +86311,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -118548,7 +86345,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_d
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -118558,7 +86359,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -118606,17 +86407,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -118644,7 +86441,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  early loss
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -118654,7 +86455,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -118702,7 +86503,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -118750,7 +86551,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -118798,7 +86599,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -118846,7 +86647,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -118894,7 +86695,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -118942,17 +86743,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -118980,7 +86777,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_a
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -118990,7 +86791,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -119038,7 +86839,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -119086,7 +86887,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -119134,7 +86935,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -119182,7 +86983,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -119230,7 +87031,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -119278,7 +87079,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -119326,17 +87127,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -119364,7 +87161,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_c
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -119374,17 +87175,13 @@ 

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -119412,7 +87209,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_d
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -119422,7 +87223,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -119470,7 +87271,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -119518,7 +87319,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -119566,7 +87367,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -119614,7 +87415,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -119662,17 +87463,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -119700,7 +87497,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_d
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -119710,7 +87511,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -119758,7 +87559,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -119806,7 +87607,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -119854,7 +87655,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -119902,7 +87703,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -119950,17 +87751,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -119988,7 +87785,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_d
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -119998,7 +87799,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -120046,7 +87847,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -120094,7 +87895,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -120142,7 +87943,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -120190,7 +87991,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -120238,7 +88039,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -120286,7 +88087,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -120334,7 +88135,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -120382,7 +88183,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -120430,7 +88231,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -120478,7 +88279,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -120526,7 +88327,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -120574,7 +88375,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -120622,7 +88423,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -120670,7 +88471,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -120718,7 +88519,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -120766,7 +88567,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -120814,17 +88615,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -120852,7 +88649,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_d
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -120862,7 +88663,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -120910,7 +88711,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -120958,7 +88759,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -121006,17 +88807,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -121044,7 +88841,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_b
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -121054,7 +88855,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -121102,7 +88903,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -121150,17 +88951,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -121188,7 +88985,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  regular loss
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -121198,7 +88999,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -121246,7 +89047,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -121294,17 +89095,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -121332,7 +89129,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_b
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -121342,7 +89143,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -121390,7 +89191,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -121438,7 +89239,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -121486,7 +89287,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -121534,7 +89335,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -121582,7 +89383,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -121630,17 +89431,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -121668,7 +89465,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_c
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -121678,7 +89479,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -121726,7 +89527,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -121774,7 +89575,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -121822,7 +89623,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -121870,7 +89671,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -121918,7 +89719,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -121966,7 +89767,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -122014,7 +89815,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -122062,7 +89863,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -122110,7 +89911,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -122158,7 +89959,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -122206,17 +90007,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -122244,7 +90041,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_c
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -122254,7 +90055,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -122302,7 +90103,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -122350,7 +90151,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -122398,7 +90199,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -122446,7 +90247,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -122494,7 +90295,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -122542,7 +90343,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -122590,55 +90391,7 @@

Explore Degradation - - - - - - - - - @@ -122686,7 +90439,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -122734,7 +90487,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -122782,55 +90535,7 @@

Explore Degradation - - - - - - - - - @@ -122878,7 +90583,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -122926,7 +90631,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -122974,7 +90679,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -123022,7 +90727,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -123070,7 +90775,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -123118,7 +90823,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -123166,7 +90871,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -123214,7 +90919,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -123262,7 +90967,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -123310,7 +91015,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -123358,7 +91063,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -123406,13 +91111,17 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -123440,11 +91149,7 @@

Explore Degradation -
>>>> Calculating Material Flows <<<<
-
-Working on Scenario:  deg_0.2%/yr
-********************
-Finished Area+Power Generation Calculations
+
Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -123454,7 +91159,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -123502,7 +91207,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -123550,7 +91255,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -123598,7 +91303,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -123646,17 +91351,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -123684,7 +91385,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_a
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -123694,17 +91399,13 @@ 

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -123732,7 +91433,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_b
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -123742,7 +91447,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -123790,7 +91495,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -123838,7 +91543,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -123886,7 +91591,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -123934,7 +91639,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -123982,7 +91687,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -124030,7 +91735,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -124078,7 +91783,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -124126,7 +91831,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -124174,7 +91879,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -124222,7 +91927,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -124270,17 +91975,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -124308,7 +92009,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_b
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -124318,7 +92023,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -124366,7 +92071,7 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -124402,7 +92107,7 @@

Explore Degradation
>>>> Calculating Material Flows <<<<
 
-Working on Scenario:  deg_0.2%/yr
+Working on Scenario:  class_d
 ********************
 Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
@@ -124414,7 +92119,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -124462,7 +92167,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -124510,7 +92215,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -124558,7 +92263,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -124606,7 +92311,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -124654,7 +92359,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -124702,13 +92407,17 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -124736,11 +92445,7 @@

Explore Degradation -
>>>> Calculating Material Flows <<<<
-
-Working on Scenario:  deg_0.9%/yr
-********************
-Finished Area+Power Generation Calculations
+
Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -124750,7 +92455,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -124798,7 +92503,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -124846,7 +92551,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -124894,7 +92599,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -124942,7 +92647,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -124990,7 +92695,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -125038,7 +92743,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -125086,17 +92791,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -125124,7 +92825,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_a
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -125134,7 +92839,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -125182,7 +92887,55 @@

Explore Degradation + + + + + + + + + @@ -125230,7 +92983,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -125278,7 +93031,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -125326,7 +93079,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -125374,7 +93127,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -125422,7 +93175,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -125470,7 +93223,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -125518,7 +93271,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -125566,7 +93319,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -125614,7 +93367,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -125662,7 +93415,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -125710,7 +93463,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -125758,7 +93511,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -125806,7 +93559,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -125854,7 +93607,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -125902,7 +93655,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -125950,13 +93703,17 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -125984,11 +93741,7 @@

Explore Degradation -
>>>> Calculating Material Flows <<<<
-
-Working on Scenario:  deg_1.5%/yr
-********************
-Finished Area+Power Generation Calculations
+
Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -125998,7 +93751,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -126046,7 +93799,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -126094,17 +93847,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -126132,7 +93881,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  regular loss
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -126142,7 +93895,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -126190,13 +93943,17 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -126224,11 +93981,7 @@

Explore Degradation -
>>>> Calculating Material Flows <<<<
-
-Working on Scenario:  deg_2.0%/yr
-********************
-Finished Area+Power Generation Calculations
+
Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -126238,7 +93991,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -126286,7 +94039,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -126334,7 +94087,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -126382,7 +94135,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -126430,7 +94183,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -126478,7 +94231,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -126526,7 +94279,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -126574,7 +94327,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -126622,7 +94375,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -126670,7 +94423,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -126718,7 +94471,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -126766,7 +94519,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -126814,7 +94567,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -126862,17 +94615,61 @@

Explore Degradation + + + + + + + + + @@ -126884,11 +94681,11 @@

Explore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -126900,7 +94697,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_d
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -126910,7 +94711,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -126958,7 +94759,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -127006,7 +94807,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -127054,7 +94855,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -127102,7 +94903,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -127150,7 +94951,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -127198,17 +94999,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -127236,7 +95033,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  regular loss
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -127246,7 +95047,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -127294,7 +95095,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -127342,7 +95143,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -127390,7 +95191,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -127438,7 +95239,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -127486,7 +95287,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -127534,13 +95335,17 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -127568,11 +95373,7 @@

Explore Degradation -
>>>> Calculating Material Flows <<<<
-
-Working on Scenario:  deg_0.8%/yr
-********************
-Finished Area+Power Generation Calculations
+
Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -127582,7 +95383,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -127630,7 +95431,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -127678,7 +95479,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -127726,7 +95527,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -127774,7 +95575,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -127822,7 +95623,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -127870,17 +95671,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -127908,7 +95705,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_a
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -127918,7 +95719,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -127966,17 +95767,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -128004,7 +95801,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_c
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -128014,7 +95815,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -128062,7 +95863,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -128110,13 +95911,17 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -128144,11 +95949,7 @@

Explore Degradation -
>>>> Calculating Material Flows <<<<
-
-Working on Scenario:  deg_2.0%/yr
-********************
-Finished Area+Power Generation Calculations
+
Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -128158,7 +95959,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -128206,7 +96007,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -128254,17 +96055,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -128292,7 +96089,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_c
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -128302,7 +96103,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -128350,13 +96151,17 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -128384,11 +96189,7 @@

Explore Degradation -
>>>> Calculating Material Flows <<<<
-
-Working on Scenario:  deg_0.5%/yr
-********************
-Finished Area+Power Generation Calculations
+
Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -128398,13 +96199,17 @@ 

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -128432,11 +96237,7 @@

Explore Degradation -
>>>> Calculating Material Flows <<<<
-
-Working on Scenario:  deg_0.6%/yr
-********************
-Finished Area+Power Generation Calculations
+
Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -128446,7 +96247,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -128494,7 +96295,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -128542,7 +96343,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -128590,7 +96391,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -128638,7 +96439,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -128686,7 +96487,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -128734,7 +96535,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -128782,7 +96583,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -128830,7 +96631,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -128878,13 +96679,17 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -128912,11 +96717,7 @@

Explore Degradation -
>>>> Calculating Material Flows <<<<
-
-Working on Scenario:  deg_1.6%/yr
-********************
-Finished Area+Power Generation Calculations
+
Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -128926,13 +96727,17 @@ 

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -128960,11 +96765,7 @@

Explore Degradation -
>>>> Calculating Material Flows <<<<
-
-Working on Scenario:  deg_1.7%/yr
-********************
-Finished Area+Power Generation Calculations
+
Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -128974,17 +96775,13 @@ 

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -129012,7 +96809,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  early loss
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -129022,7 +96823,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -129070,7 +96871,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -129118,7 +96919,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -129166,7 +96967,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -129214,13 +97015,17 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -129248,11 +97053,7 @@

Explore Degradation -
>>>> Calculating Material Flows <<<<
-
-Working on Scenario:  deg_0.3%/yr
-********************
-Finished Area+Power Generation Calculations
+
Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -129262,7 +97063,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -129310,7 +97111,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -129358,13 +97159,17 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -129392,11 +97197,7 @@

Explore Degradation -
>>>> Calculating Material Flows <<<<
-
-Working on Scenario:  deg_0.6%/yr
-********************
-Finished Area+Power Generation Calculations
+
Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -129406,7 +97207,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -129454,17 +97255,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -129492,7 +97289,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_d
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -129502,7 +97303,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -129550,7 +97351,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -129598,7 +97399,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -129646,7 +97447,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -129694,7 +97495,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -129742,7 +97543,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -129790,7 +97591,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -129838,7 +97639,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -129886,7 +97687,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -129934,7 +97735,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -129982,7 +97783,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -130030,7 +97831,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -130078,7 +97879,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -130126,7 +97927,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -130174,7 +97975,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -130222,7 +98023,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -130270,13 +98071,17 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -130304,11 +98109,7 @@

Explore Degradation -
>>>> Calculating Material Flows <<<<
-
-Working on Scenario:  deg_0.5%/yr
-********************
-Finished Area+Power Generation Calculations
+
Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -130318,7 +98119,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -130366,7 +98167,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -130414,7 +98215,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -130462,7 +98263,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -130510,7 +98311,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -130558,7 +98359,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -130606,17 +98407,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -130644,7 +98441,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_d
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -130654,7 +98455,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -130702,7 +98503,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -130750,7 +98551,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -130798,7 +98599,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -130846,7 +98647,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -130894,7 +98695,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -130942,7 +98743,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -130990,7 +98791,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -131038,55 +98839,7 @@

Explore Degradation - - - - - - - - - @@ -131134,7 +98887,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -131182,17 +98935,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -131220,7 +98969,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_c
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -131230,7 +98983,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -131278,7 +99031,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -131326,7 +99079,7 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -131362,7 +99115,7 @@

Explore Degradation
>>>> Calculating Material Flows <<<<
 
-Working on Scenario:  deg_0.7%/yr
+Working on Scenario:  early loss
 ********************
 Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
@@ -131374,7 +99127,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -131422,7 +99175,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -131470,7 +99223,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -131518,13 +99271,17 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -131552,11 +99309,7 @@

Explore Degradation -
>>>> Calculating Material Flows <<<<
-
-Working on Scenario:  deg_1.1%/yr
-********************
-Finished Area+Power Generation Calculations
+
Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -131566,7 +99319,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -131614,7 +99367,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -131662,7 +99415,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -131710,17 +99463,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -131748,7 +99497,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_b
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -131758,7 +99511,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -131806,7 +99559,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -131854,17 +99607,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -131892,7 +99641,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  regular loss
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -131902,17 +99655,13 @@ 

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -131940,7 +99689,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  early loss
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -131950,17 +99703,13 @@ 

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -131988,7 +99737,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_a
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -131998,7 +99751,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -132046,7 +99799,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -132094,13 +99847,17 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -132128,11 +99885,7 @@

Explore Degradation -
>>>> Calculating Material Flows <<<<
-
-Working on Scenario:  deg_0.3%/yr
-********************
-Finished Area+Power Generation Calculations
+
Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -132142,7 +99895,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -132190,7 +99943,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -132238,7 +99991,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -132286,7 +100039,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -132334,7 +100087,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -132382,7 +100135,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -132430,7 +100183,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -132478,17 +100231,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -132516,7 +100265,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  early loss
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -132526,7 +100279,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -132574,7 +100327,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -132622,7 +100375,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -132670,7 +100423,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -132718,7 +100471,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -132766,7 +100519,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -132814,7 +100567,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -132862,13 +100615,17 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -132896,11 +100653,7 @@

Explore Degradation -
>>>> Calculating Material Flows <<<<
-
-Working on Scenario:  deg_1.9%/yr
-********************
-Finished Area+Power Generation Calculations
+
Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -132910,7 +100663,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -132958,7 +100711,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -133006,7 +100759,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -133054,7 +100807,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -133102,7 +100855,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -133150,7 +100903,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -133198,7 +100951,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -133246,7 +100999,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -133294,7 +101047,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -133342,7 +101095,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -133390,7 +101143,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -133438,7 +101191,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -133486,7 +101239,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -133534,7 +101287,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -133582,7 +101335,7 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -133618,7 +101371,7 @@

Explore Degradation
>>>> Calculating Material Flows <<<<
 
-Working on Scenario:  deg_1.4%/yr
+Working on Scenario:  regular loss
 ********************
 Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
@@ -133630,17 +101383,13 @@ 

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -133668,55 +101417,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
-==> Working on Material :  glass
-==> Working on Material :  silver
-==> Working on Material :  silicon
-==> Working on Material :  copper
-==> Working on Material :  aluminium_frames
-
-
->>>> Calculating Energy Flows <<<<
-
-Working on Scenario:  deg_1.5%/yr
-********************
-==> Working on Energy for Material :  glass
-==> Working on Energy for Material :  silver
-==> Working on Energy for Material :  silicon
-==> Working on Energy for Material :  copper
-==> Working on Energy for Material :  aluminium_frames
->>>> Calculating Material Flows <<<<
+
>>>> Calculating Material Flows <<<<
 
-Working on Scenario:  deg_1.6%/yr
+Working on Scenario:  early loss
 ********************
-
- - - - - -
@@ -133774,7 +101479,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -133822,7 +101527,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -133870,7 +101575,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -133918,7 +101623,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -133966,7 +101671,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -134014,17 +101719,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -134052,7 +101753,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_a
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -134062,7 +101767,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -134110,7 +101815,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -134158,7 +101863,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -134206,7 +101911,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -134254,7 +101959,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -134302,7 +102007,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -134350,7 +102055,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -134398,7 +102103,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -134446,7 +102151,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -134494,7 +102199,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -134542,55 +102247,7 @@

Explore Degradation - - - - - - - - - @@ -134638,7 +102295,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -134686,7 +102343,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -134734,7 +102391,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -134782,7 +102439,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -134830,7 +102487,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -134878,7 +102535,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -134926,7 +102583,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -134974,7 +102631,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -135022,17 +102679,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -135060,7 +102713,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_c
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -135070,7 +102727,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -135118,17 +102775,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -135156,7 +102809,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  regular loss
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -135166,7 +102823,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -135214,13 +102871,17 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -135248,11 +102909,7 @@

Explore Degradation -
>>>> Calculating Material Flows <<<<
-
-Working on Scenario:  deg_0.8%/yr
-********************
-Finished Area+Power Generation Calculations
+
Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -135262,13 +102919,17 @@ 

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -135296,11 +102957,7 @@

Explore Degradation -
>>>> Calculating Material Flows <<<<
-
-Working on Scenario:  deg_0.9%/yr
-********************
-Finished Area+Power Generation Calculations
+
Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -135310,7 +102967,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -135358,7 +103015,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -135406,7 +103063,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -135454,7 +103111,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -135502,7 +103159,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -135550,7 +103207,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -135598,7 +103255,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -135646,17 +103303,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -135684,7 +103337,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_d
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -135694,7 +103351,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -135742,7 +103399,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -135790,7 +103447,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -135838,7 +103495,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -135886,7 +103543,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -135934,17 +103591,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -135972,7 +103625,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_d
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -135982,7 +103639,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -136030,13 +103687,17 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -136064,11 +103725,7 @@

Explore Degradation -
>>>> Calculating Material Flows <<<<
-
-Working on Scenario:  deg_0.5%/yr
-********************
-Finished Area+Power Generation Calculations
+
Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -136078,7 +103735,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -136126,7 +103783,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -136174,7 +103831,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -136222,7 +103879,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -136270,7 +103927,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -136318,7 +103975,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -136366,17 +104023,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -136404,7 +104057,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_a
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -136414,13 +104071,17 @@ 

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -136448,11 +104109,7 @@

Explore Degradation -
>>>> Calculating Material Flows <<<<
-
-Working on Scenario:  deg_1.3%/yr
-********************
-Finished Area+Power Generation Calculations
+
Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -136462,7 +104119,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -136510,7 +104167,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -136558,7 +104215,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -136606,17 +104263,61 @@

Explore Degradation + + + + + + + + + @@ -136628,11 +104329,11 @@

Explore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -136644,7 +104345,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_a
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -136654,7 +104359,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -136702,7 +104407,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -136750,7 +104455,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -136798,7 +104503,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -136846,7 +104551,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -136894,13 +104599,17 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -136928,11 +104637,7 @@

Explore Degradation -
>>>> Calculating Material Flows <<<<
-
-Working on Scenario:  deg_0.3%/yr
-********************
-Finished Area+Power Generation Calculations
+
Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -136942,7 +104647,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -136990,7 +104695,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -137038,17 +104743,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -137076,7 +104777,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_d
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -137086,7 +104791,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -137134,7 +104839,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -137182,7 +104887,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -137230,7 +104935,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -137278,7 +104983,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -137326,7 +105031,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -137374,7 +105079,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -137422,7 +105127,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -137470,7 +105175,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -137518,7 +105223,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -137566,7 +105271,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -137614,17 +105319,13 @@

Explore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -137652,7 +105353,11 @@

Explore Degradation -
Finished Area+Power Generation Calculations
+
>>>> Calculating Material Flows <<<<
+
+Working on Scenario:  class_d
+********************
+Finished Area+Power Generation Calculations
 ==> Working on Material :  glass
 ==> Working on Material :  silver
 ==> Working on Material :  silicon
@@ -137662,7 +105367,7 @@ 

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -137710,7 +105415,7 @@

Explore DegradationExplore DegradationExplore Degradation -
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23728\4273770499.py:4: SettingWithCopyWarning: 
+
C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_23204\3845983478.py:4: SettingWithCopyWarning: 
 A value is trying to be set on a copy of a slice from a DataFrame
 
 See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
-  sim2.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
+  sim3.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
 
@@ -137747,574 +105452,42 @@

Explore Degradation - - - - - - - - - -

- -