{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Problem 3.4" ] }, { "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 3.4**\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 network object. \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": [ "
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xy
Bus
8838-2.16980053.243852
715711.92734745.403086
131614.47586140.761821
74214.52012750.488619
131714.63928240.688969
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" ], "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": [ "
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bus0bus1s_nomx_pu
Line
896817711774491.5560190.000256
11229379237943396.2052230.000017
11228379337943396.2052230.000012
11227379337963396.2052230.000031
8929927929491.5560190.000092
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" ], "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": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Graph with 3532 nodes and 5157 edges\n" ] } ], "source": [ "print(N)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "2.920158550396376" ] }, "execution_count": 6, "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": 7, "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": 8, "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": 8, "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": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "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 networks exist (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. Notice that DK1 (Jutland) is connected to the mainland Europen synchronous zone while DK2 (Zealand) is connected to the Scandinavian synchronous zone. DK1 and DK2 are connected through a HVDC link. \n", "\n", "" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "7" ] }, "execution_count": 10, "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": 11, "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": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "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 Degree, Adjacency, Incidence, and Laplacian matrices. Make a heat map of each of those matrices to evaluate them visually.**" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "SK = subgraphs[6]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Number of nodes and edges" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "304" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(SK.nodes)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "437" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(SK.edges)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Degree matrix:" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "degrees=[deg for node, deg in SK.degree()]\n", "D = np.diag(degrees)" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.imshow(D, cmap=\"Blues\")" ] }, { "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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", 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