{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Problem 4.4"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
":::{note}\n",
"This problem is mostly adapted from the following resources:\n",
"- [Data Science for Energy System Modelling: Introduction to networkx](https://fneum.github.io/data-science-for-esm/07-workshop-networkx.html)\n",
":::"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"**Integrated Energy Grids**\n",
"\n",
"**Problem 4.4**\n",
"\n",
"** **"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
":::{note}\n",
"If you have not yet set up Python on your computer, you can execute this tutorial in your browser via [Google Colab](https://colab.research.google.com/). Click on the rocket in the top right corner and launch \"Colab\". If that doesn't work download the `.ipynb` file and import it in [Google Colab](https://colab.research.google.com/).\n",
"\n",
"Then install the following packages by executing the following command in a Jupyter cell at the top of the notebook.\n",
"\n",
"```sh\n",
"!pip install numpy networkx pandas matplotlib\n",
"```\n",
":::"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"tags": [
"remove-cell"
]
},
"outputs": [],
"source": [
"import numpy as np\n",
"import pandas as pd\n",
"import networkx as nx\n",
"import matplotlib.pyplot as plt\n",
"import warnings\n",
"\n",
"warnings.filterwarnings(\"ignore\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"**a) Create a network object and calculate the average degree**\n",
"\n",
"We load the simplified dataset of the European high-voltage transmission network including nodes and edges and codify it in networkX. \n",
"\n",
"In this dataset, HVDC links have been left out, and the data only shows AC transmission lines.\n"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"
\n",
"\n",
"
\n",
" \n",
" \n",
" \n",
" x \n",
" y \n",
" \n",
" \n",
" Bus \n",
" \n",
" \n",
" \n",
" \n",
" \n",
" \n",
" 8838 \n",
" -2.169800 \n",
" 53.243852 \n",
" \n",
" \n",
" 7157 \n",
" 11.927347 \n",
" 45.403086 \n",
" \n",
" \n",
" 1316 \n",
" 14.475861 \n",
" 40.761821 \n",
" \n",
" \n",
" 7421 \n",
" 4.520127 \n",
" 50.488619 \n",
" \n",
" \n",
" 1317 \n",
" 14.639282 \n",
" 40.688969 \n",
" \n",
" \n",
"
\n",
"
"
],
"text/plain": [
" x y\n",
"Bus \n",
"8838 -2.169800 53.243852\n",
"7157 11.927347 45.403086\n",
"1316 14.475861 40.761821\n",
"7421 4.520127 50.488619\n",
"1317 14.639282 40.688969"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"nodes = pd.read_csv('data/nodes.csv', index_col=0)\n",
"nodes.head(5)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" \n",
" bus0 \n",
" bus1 \n",
" s_nom \n",
" x_pu \n",
" \n",
" \n",
" Line \n",
" \n",
" \n",
" \n",
" \n",
" \n",
" \n",
" \n",
" \n",
" 8968 \n",
" 1771 \n",
" 1774 \n",
" 491.556019 \n",
" 0.000256 \n",
" \n",
" \n",
" 11229 \n",
" 3792 \n",
" 3794 \n",
" 3396.205223 \n",
" 0.000017 \n",
" \n",
" \n",
" 11228 \n",
" 3793 \n",
" 3794 \n",
" 3396.205223 \n",
" 0.000012 \n",
" \n",
" \n",
" 11227 \n",
" 3793 \n",
" 3796 \n",
" 3396.205223 \n",
" 0.000031 \n",
" \n",
" \n",
" 8929 \n",
" 927 \n",
" 929 \n",
" 491.556019 \n",
" 0.000092 \n",
" \n",
" \n",
"
\n",
"
"
],
"text/plain": [
" bus0 bus1 s_nom x_pu\n",
"Line \n",
"8968 1771 1774 491.556019 0.000256\n",
"11229 3792 3794 3396.205223 0.000017\n",
"11228 3793 3794 3396.205223 0.000012\n",
"11227 3793 3796 3396.205223 0.000031\n",
"8929 927 929 491.556019 0.000092"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"edges = pd.read_csv('data/edges.csv', index_col=0)\n",
"edges.head(5)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"`networkx` provides a utility function `nx.from_pandas_edgelist()` to build a network from edges listed in a `pandas.DataFrame`:"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"N = nx.from_pandas_edgelist(edges, \"bus0\", \"bus1\", edge_attr=[\"x_pu\", \"s_nom\"])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We can get some basic info about the graph:"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Graph with 3532 nodes and 5157 edges\n"
]
}
],
"source": [
"print(N)"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"2.920158550396376"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"degrees = [val for node, val in N.degree()]\n",
"np.mean(degrees)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"**b) Add the information on the position of each node provided in 'data/nodes.csv' and make a plot of the network**"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The `nodes` DataFrame provides us with the coordinates of the graph's nodes. To make the `nx.draw()` function use these coordinates, we need to bring them into a particular format.\n",
"\n",
"```\n",
"{nodeA: (x, y),\n",
" nodeB: (x, y),\n",
" nodeC: (x, y)}\n",
"```"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [],
"source": [
"pos = nodes.apply(tuple, axis=1).to_dict()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Let's just look at the first 5 elements of the dictionary to check:"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{8838: (-2.16979999999999, 53.243852),\n",
" 7157: (11.9273472385104, 45.403085502256),\n",
" 1316: (14.475861, 40.761821),\n",
" 7421: (4.52012724307074, 50.4886188621382),\n",
" 1317: (14.639282, 40.688969)}"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"{k: pos[k] for k in list(pos.keys())[:5]}"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Now, we can draw the European transmission network:"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots(figsize=(10, 10))\n",
"nx.draw(N, pos=pos, node_size=0)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"**c) Determine how many independent network exists (these are the synchronous zones of the European transmission network)**"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"You can already see that not all parts of the Network are connected with each other. Ireland, Great Britain, Scandinavia, the Baltics and some Islands in the Mediterranean are not connected to the continental grid. At least not via AC transmission lines. They are through HVDC links. These subgraphs denote the different *synchronous zones* of the European transmission network:\n",
"\n",
" "
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"7"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"len(list(nx.connected_components(N)))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Let's build subgraphs for the synchronous zones by iterating over the connected components:"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [],
"source": [
"subgraphs = []\n",
"for c in nx.connected_components(N):\n",
" subgraphs.append(N.subgraph(c).copy())"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We can now color-code them in the network plot:"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots(figsize=(10, 10))\n",
"colors = [\"red\", \"blue\", \"green\", \"orange\", \"teal\", \"cyan\", \"black\"]\n",
"for i, sub in enumerate(subgraphs):\n",
" sub_pos = {k: v for k, v in pos.items() if k in sub.nodes}\n",
" nx.draw(sub, pos=sub_pos, node_size=0, edge_color=colors[i])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"**d) For the synchronous zone corresponding to Scandinavia, calculate the number of nodes and edges. Calculate the Adjacency, Incidence and Laplacian matrix.**"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [],
"source": [
"SK = subgraphs[6]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Number of nodes and edges"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"304"
]
},
"execution_count": 16,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"len(SK.nodes)"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"437"
]
},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"len(SK.edges)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Adjacency matrix:"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [],
"source": [
"A = nx.adjacency_matrix(SK, weight=None).todense()"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 19,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.imshow(A, cmap=\"Reds\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Incidence matrix:"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([[-1., -1., -1., ..., 0., 0., 0.],\n",
" [ 0., 0., 0., ..., 0., 0., 0.],\n",
" [ 0., 0., 0., ..., 0., 0., 0.],\n",
" ...,\n",
" [ 0., 0., 0., ..., 1., -1., 0.],\n",
" [ 0., 0., 0., ..., 0., 0., -1.],\n",
" [ 1., 0., 0., ..., 0., 1., 1.]])"
]
},
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"K = nx.incidence_matrix(SK, oriented=True).todense()\n",
"K\n"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 21,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.imshow(K, cmap=\"PRGn\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Unweighted Laplacian:"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([[ 4, 0, 0, ..., 0, 0, -1],\n",
" [ 0, 3, -1, ..., 0, 0, 0],\n",
" [ 0, -1, 4, ..., 0, 0, 0],\n",
" ...,\n",
" [ 0, 0, 0, ..., 3, 0, -1],\n",
" [ 0, 0, 0, ..., 0, 2, -1],\n",
" [-1, 0, 0, ..., -1, -1, 3]], dtype=int32)"
]
},
"execution_count": 22,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"L = nx.laplacian_matrix(SK, weight=None).todense()\n",
"L"
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 23,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.imshow(L, cmap=\"viridis\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"**a) Add to the network object the information on the links susceptance, calculate the weighted Laplacian (or susceptance matrix), and the Power Transfer Distribution Factor (PTDF) matrix.**"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"If we want to calculate the weighted Laplacian $L = KBK^\\top$, we also need the diagonal matrix $B$ for the susceptances (i.e inverse of reactances; $1/x_\\ell$):"
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {},
"outputs": [],
"source": [
"x_pu = nx.get_edge_attributes(SK, \"x_pu\").values()"
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {},
"outputs": [],
"source": [
"b = [1 / x for x in x_pu]\n",
"\n",
"B = np.diag(b)"
]
},
{
"cell_type": "code",
"execution_count": 26,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 26,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.imshow(B, cmap=\"Blues\", vmax=30000)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Now, we can calculate the weighted Laplacian as $K_{il}\\frac{1}{x_l}K_{lj}$"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([[ 36113.57986264, 0. , 0. , ...,\n",
" 0. , 0. , -18151.34857397],\n",
" [ 0. , 31358.01814325, -10050.1263032 , ...,\n",
" 0. , 0. , 0. ],\n",
" [ 0. , -10050.1263032 , 74308.06823101, ...,\n",
" 0. , 0. , 0. ],\n",
" ...,\n",
" [ 0. , 0. , 0. , ...,\n",
" 25302.61955737, 0. , -16959.62285326],\n",
" [ 0. , 0. , 0. , ...,\n",
" 0. , 35660.69258263, -25098.22536531],\n",
" [-18151.34857397, 0. , 0. , ...,\n",
" -16959.62285326, -25098.22536531, 60209.19679254]])"
]
},
"execution_count": 27,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"L = K.dot(B.dot(K.T))\n",
"L"
]
},
{
"cell_type": "code",
"execution_count": 28,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 28,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.imshow(L, cmap=\"RdBu\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The **PTDF** matrix measures the sensitivity of power flows in each transmission line relative to incremental changes in nodal power injections or withdrawals throughout the electricity network. \n",
"\n",
"$$p_\\ell = \\frac{1}{x_\\ell}\\sum_{i,j} K_{i\\ell} (L^{-1})_{ij} p_j$$\n",
"$$p_\\ell = \\sum_j \\text{PTDF}_{\\ell j} p_j$$"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The weighted Laplacian of the network is not invertible, but we can use the [Moore Penrose pseudo-inverse](https://en.wikipedia.org/wiki/Moore%E2%80%93Penrose_inverse)"
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {},
"outputs": [],
"source": [
"L_inv = np.linalg.pinv(L)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Now, we can calculate the PTDF matrix"
]
},
{
"cell_type": "code",
"execution_count": 30,
"metadata": {},
"outputs": [],
"source": [
"PTDF = (B.dot(K.T)).dot(L_inv)"
]
},
{
"cell_type": "code",
"execution_count": 31,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 31,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.imshow(PTDF, cmap=\"RdBu\", vmin=-1, vmax=1)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"**b) Assuming that power injection in the nodes increases linearly from -1 in the first node to +1 in the last node, calculate and plot the power flows in the network.**"
]
},
{
"cell_type": "code",
"execution_count": 34,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([-1. , -0.99339934, -0.98679868, -0.98019802, -0.97359736,\n",
" -0.9669967 , -0.96039604, -0.95379538, -0.94719472, -0.94059406])"
]
},
"execution_count": 34,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"p_i = np.linspace(-1, 1, len(SK.nodes))\n",
"p_i[:10]"
]
},
{
"cell_type": "code",
"execution_count": 35,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"0.0"
]
},
"execution_count": 35,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"p_i.sum()"
]
},
{
"cell_type": "code",
"execution_count": 36,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([ 2.80121239, 0. , -0.8157839 , -0.98462273, 0.19133233,\n",
" 6.5928154 , -5.78994263, -2.46201253, -1.48532332, -0.85500233])"
]
},
"execution_count": 36,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"p_l = PTDF.dot(p_i)\n",
"p_l[:10]"
]
},
{
"cell_type": "code",
"execution_count": 37,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"abs_p_l = np.abs(p_l)\n",
"fig, ax = plt.subplots(figsize=(10, 10))\n",
"nx.draw(SK, \n",
" with_labels=False, \n",
" ax=ax, \n",
" pos=pos, \n",
" node_color=\"orange\", \n",
" node_size=20,\n",
" font_weight=\"bold\", \n",
" edge_color=abs_p_l, \n",
" width=4)"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
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