examples/notebooks/minimal_example_pf.ipynb

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  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Minimal three node network\n",
    "\n",
    "Here, we are going to create a network with three nodes, three lines and one generator. We then solve the non-linear power flow using a Newton-Raphson.  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "\n",
    "import pypsa"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "network = pypsa.Network()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Add three buses"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "n_buses = 3\n",
    "\n",
    "for i in range(n_buses):\n",
    "    network.add(\"Bus\", f\"My bus {i}\", v_nom=20.0)\n",
    "\n",
    "network.buses"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Add three lines in a ring"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "for i in range(n_buses):\n",
    "    network.add(\n",
    "        \"Line\",\n",
    "        f\"My line {i}\",\n",
    "        bus0=f\"My bus {i}\",\n",
    "        bus1=f\"My bus {(i + 1) % n_buses}\",\n",
    "        x=0.1,\n",
    "        r=0.01,\n",
    "    )\n",
    "\n",
    "network.lines"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Add a generator at bus 0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "network.add(\"Generator\", \"My gen\", bus=\"My bus 0\", p_set=100, control=\"PQ\")\n",
    "\n",
    "network.generators"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "network.generators.p_set"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Add a load at bus 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "network.add(\"Load\", \"My load\", bus=\"My bus 1\", p_set=100)\n",
    "\n",
    "network.loads"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "network.loads.p_set"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Fix the reactive power of the load"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "network.loads.q_set = 100.0"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Do a Newton-Raphson power flow"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "network.pf()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Alright, it converged! Now, what is the active power flow on the lines?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "network.lines_t.p0"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "...and what are the voltage angles on the buses?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "network.buses_t.v_ang * 180 / np.pi"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "...and their mangitudes?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "network.buses_t.v_mag_pu"
   ]
  }
 ],
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