{ "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)" ] }, "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": [ { "data": { "text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "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": [ "tazan.pandapower.plotting.collections - WARNING: None in collections is of unknown type. Skipping\n", "tazan.pandapower.plotting.collections - WARNING: None in collections is of unknown type. Skipping\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)" ] }, "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": [ "tazan.pandapower.plotting.collections - WARNING: None in collections is of unknown type. Skipping\n", "tazan.pandapower.plotting.collections - WARNING: None in collections is of unknown type. Skipping\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": [ { "name": "stderr", "output_type": "stream", "text": [ "tazan.pandapower.plotting.collections - WARNING: None in collections is of unknown type. Skipping\n", "tazan.pandapower.plotting.collections - WARNING: None in collections is of unknown type. Skipping\n" ] }, { "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", "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": "3.6.5" } }, "nbformat": 4, "nbformat_minor": 1 }