{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Plotting Pandapower Networks Without Geographical Information" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If a network does not have geographic coordinates, you can create generic coordinates for plotting with the create_generic_coordinates function.\n", "\n", "###### You need to install the python-igraph package for this functionality: http://igraph.org/python/" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import pandapower as pp\n", "import pandapower.networks as nw\n", "import pandapower.plotting as plot\n", "%matplotlib inline\n", "try:\n", " import seaborn\n", " colors = seaborn.color_palette()\n", "except:\n", " colors = [\"b\", \"g\", \"r\", \"c\", \"y\"]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We delete the geocoordinates from the network and create generic ones:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "This pandapower network includes the following parameter tables:\n", " - bus (179 elements)\n", " - load (147 elements)\n", " - sgen (153 elements)\n", " - switch (322 elements)\n", " - ext_grid (2 elements)\n", " - line (181 elements)\n", " - trafo (2 elements)\n", " - bus_geodata (179 elements)\n", " and the following results tables:\n", " - res_bus (179 elements)\n", " - res_line (181 elements)\n", " - res_trafo (2 elements)\n", " - res_ext_grid (2 elements)\n", " - res_load (147 elements)\n", " - res_sgen (153 elements)\n", " - res_switch (322 elements)" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "net = nw.mv_oberrhein()\n", "net.bus_geodata.drop(net.bus_geodata.index, inplace=True)\n", "net.line_geodata.drop(net.line_geodata.index, inplace=True)\n", "plot.create_generic_coordinates(net, respect_switches=False) #create artificial coordinates with the igraph package" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As you can see the table bus_geodata has been created and we can now plot as before. Since the function only creates bus geodata, we can only use the direct line plotting. Furthermore it creates a distance between high- and low voltage bus of a transformer, which is why we also need a transformer collection:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "hp.pandapower.plotting.plotting_toolbox - INFO: Interpreting color (0.12156862745098039, 0.4666666666666667, 0.7058823529411765) as rgb or rgba!\n", "hp.pandapower.plotting.plotting_toolbox - WARNING: The number of given colors (1) is smaller than the number of nodes (179) to draw! The colors will be repeated to fit.\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "bc = plot.create_bus_collection(net, net.bus.index, size=.2, color=colors[0], zorder=10)\n", "tlc, tpc = plot.create_trafo_collection(net, net.trafo.index, color=\"g\")\n", "lcd = plot.create_line_collection(net, net.line.index, color=\"grey\", linewidths=0.5, use_bus_geodata=True)\n", "sc = plot.create_bus_collection(net, net.ext_grid.bus.values, patch_type=\"rect\", size=.5, color=\"y\", zorder=11)\n", "plot.draw_collections([lcd, bc, tlc, tpc, sc], figsize=(8,6))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The create_generic_coordinates function treats transformers as edges, which means the HV and LV side of the transformer are shown by seperate buses with a trafo symbol as connection (consisting of a line collection for the connections and a patch collection for the circles).\n", "\n", "If you do not want to plot the transformers you can use the fuse_geodata function. It fuses the geocoordinates of all buses that are geographically in one place (HV/LV bus of a transformer or buses and buses that are connected by a bus-bus switch):" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\mmilovic\\Documents\\Python Scripts\\pandapower\\pandapower\\plotting\\generic_geodata.py:228: FutureWarning: Passing a set as an indexer is deprecated and will raise in a future version. Use a list instead.\n", " geo = net.bus_geodata.loc[area & geocoords].values[0]\n", "C:\\Users\\mmilovic\\Documents\\Python Scripts\\pandapower\\pandapower\\plotting\\generic_geodata.py:228: FutureWarning: Passing a set as an indexer is deprecated and will raise in a future version. Use a list instead.\n", " geo = net.bus_geodata.loc[area & geocoords].values[0]\n", "hp.pandapower.plotting.plotting_toolbox - INFO: Interpreting color (0.12156862745098039, 0.4666666666666667, 0.7058823529411765) as rgb or rgba!\n", "hp.pandapower.plotting.plotting_toolbox - WARNING: The number of given colors (1) is smaller than the number of nodes (179) to draw! The colors will be repeated to fit.\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot.fuse_geodata(net)\n", "bc = plot.create_bus_collection(net, net.bus.index, size=.2, color=colors[0], zorder=10)\n", "tlc, tpc = plot.create_trafo_collection(net, net.trafo.index, color=\"g\")\n", "lcd = plot.create_line_collection(net, net.line.index, color=\"grey\", linewidths=0.5, use_bus_geodata=True)\n", "sc = plot.create_bus_collection(net, net.ext_grid.bus.values, patch_type=\"rect\", size=.5, color=\"y\", zorder=11)\n", "plot.draw_collections([lcd, bc, tlc, tpc, sc], figsize=(8,6))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plot Structural Plans" ] }, { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "To plot a structural plan of the network instead of a geographical one, call the generic coordinates function with respect_switches=True." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "This pandapower network includes the following parameter tables:\n", " - bus (179 elements)\n", " - load (147 elements)\n", " - sgen (153 elements)\n", " - switch (322 elements)\n", " - ext_grid (2 elements)\n", " - line (181 elements)\n", " - trafo (2 elements)\n", " - bus_geodata (179 elements)\n", " and the following results tables:\n", " - res_bus (179 elements)\n", " - res_line (181 elements)\n", " - res_trafo (2 elements)\n", " - res_ext_grid (2 elements)\n", " - res_load (147 elements)\n", " - res_sgen (153 elements)\n", " - res_switch (322 elements)" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "net = nw.mv_oberrhein()\n", "net.bus_geodata.drop(net.bus_geodata.index, inplace=True)\n", "net.line_geodata.drop(net.line_geodata.index, inplace=True)\n", "plot.create_generic_coordinates(net, respect_switches=True) #create artificial coordinates with the igraph package" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In that way, the algorithm seperates buses which are seperated by an open switch:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\mmilovic\\Documents\\Python Scripts\\pandapower\\pandapower\\plotting\\generic_geodata.py:228: FutureWarning: Passing a set as an indexer is deprecated and will raise in a future version. Use a list instead.\n", " geo = net.bus_geodata.loc[area & geocoords].values[0]\n", "C:\\Users\\mmilovic\\Documents\\Python Scripts\\pandapower\\pandapower\\plotting\\generic_geodata.py:228: FutureWarning: Passing a set as an indexer is deprecated and will raise in a future version. Use a list instead.\n", " geo = net.bus_geodata.loc[area & geocoords].values[0]\n", "hp.pandapower.plotting.plotting_toolbox - INFO: Interpreting color (0.12156862745098039, 0.4666666666666667, 0.7058823529411765) as rgb or rgba!\n", "hp.pandapower.plotting.plotting_toolbox - WARNING: The number of given colors (1) is smaller than the number of nodes (179) to draw! The colors will be repeated to fit.\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot.fuse_geodata(net)\n", "bc = plot.create_bus_collection(net, net.bus.index, size=.2, color=colors[0], zorder=10)\n", "tlc, tpc = plot.create_trafo_collection(net, net.trafo.index, color=\"g\")\n", "lcd = plot.create_line_collection(net, net.line.index, color=\"grey\", linewidths=0.5, use_bus_geodata=True)\n", "sc = plot.create_bus_collection(net, net.ext_grid.bus.values, patch_type=\"rect\", size=.5, color=\"y\", zorder=11)\n", "plot.draw_collections([lcd, bc, tlc, tpc, sc], figsize=(8,6))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For a clearer arrangement, it might be useful to only plot the lines without an open switch:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "closed_lines = set(net.line.index) - set(net.switch[(net.switch.et==\"l\") & (net.switch.closed==False)].element.values)\n", "lcd = plot.create_line_collection(net, closed_lines, color=\"grey\", linewidths=0.5, use_bus_geodata=True)\n", "plot.draw_collections([lcd, bc, tlc, tpc, sc], figsize=(8,6))" ] } ], "metadata": { "anaconda-cloud": {}, "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.2" } }, "nbformat": 4, "nbformat_minor": 1 }