CONTENT OF THE SECTION : Data Processing with Arduino IDE and Internet Of Things (IOT)

Content of the subsection : Presentation of Tools

IDE (Integrated Development Environment): ARDUINO

ESP-WROOM-32D, a microcontroller

Content of the subsection : Use of the MQTT protocol combined with the Kmeans algorithm and a Data Flow

Functional architecture of the system

Data Flow and Design

MQTT Broker

Intervention and Adaptation of the K-Means algorithm

Send and receive data over the serial channel of the Arduino IDE

Content of the subsection : Experimental study of a data flow on the MQTT broker with the IDE Arduino

The ESP-WROOM-32D Microcontroller, MQTT server and Arduino Program

Configuring the MQTT Broker server

Data management, data/celsius in csv format

Arduino program for receiving messages and printing the message on the serial port

Results

Content of the subsection : Online machine learning and online learning technique with CampusIOT's LoRaWAN Datasets and the Kmeans Clustering Algorithm Implemented

Motivations and Challenges

Tower Perret (Grenobles) – Data acquisition and exploitation by LoRaWAN

Data analysis: Using data from Tower Perret, Local MQTT server and Arduino IDE

KMeans Clustering Algorithm Implemented for the CampusIOT's LoRaWAN Datasets

Content of the subsection : Measuring the amount of electricity consumed by the ESP32-VROOM-32D during data processing with Arduino

Necessary material

Handling : follow the steps as indicated

Exploitation of results