{ "cells": [ { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "# Plotting Pandapower Networks Without Geographical Information" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "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": { "collapsed": true, "deletable": true, "editable": true }, "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": { "deletable": true, "editable": true }, "source": [ "We delete the geocoordinates from the network and create generic ones:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "data": { "text/plain": [ "This pandapower network includes the following parameter tables:\n", " - trafo (2 elements)\n", " - switch (322 elements)\n", " - ext_grid (2 elements)\n", " - load (147 elements)\n", " - bus_geodata (179 elements)\n", " - sgen (153 elements)\n", " - line (181 elements)\n", " - bus (179 elements)\n", " and the following results tables:\n", " - res_load (147 elements)\n", " - res_bus (179 elements)\n", " - res_trafo (2 elements)\n", " - res_ext_grid (2 elements)\n", " - res_line (181 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": { "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "data": { "image/png": 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fw6ffN4/Y93DgXlNTEzExMRQVhfdISCgUYteuXaxcuZLU1FSz40x7p06dIjc3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\nQmCC\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", "tc = 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_line_geodata=False)\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, tc, sc], figsize=(8,6))" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "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 connection (green line).\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": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "data": { "image/png": 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zH5hH7BMcuNfU1ERMTAzFxeE9EhIKhdi1axcrV64kNTXV7DjT3qlTp8jNzaWo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\nfozL12jpdPNnX91mdkkiEqHUgyNL1sgHegjqG1q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M/vBfPsK6S93c6HLz2EOrpt1G52CA\nK50hYJTOvlEe2bKS0nzzTnoXEQEFHJmBzr4Rvv3Ds/QPjdM2eI7/+icfw26b/83eAoEAR44cYdeu\nXWEVbgA+s28Ntmgr7tFxPr2nmPhYK9euXePIkSPExsaydu1aOlwhfnXiOskJdv7o6fX3/Wded72f\nn75xhSgLPPVQJqMDN8jKymLfvn2T54jt2LCcHRuWz6jdzBQHzqRYXO4xUhNjyUhd3HsUiUhkUMCR\naWtoddE/NAZAe+8wt4bHyXTO74eZYRgcOXKEysrKsDzfyRpl4dMfOg29pKSEkpISvF4v9fX1fP+N\nLrqHJg7xTIq38cUny+9oJxgyOFR9g/g4Gw9vvDOgBAIBfn6wnobWoYn7GuP85df2zckBqWkpcXzj\n8w9y/koPFaVZpKfEzbpNEZHZUsCRaavckMOR8+003uhnc1nOnHyQGUYQr7fpLs8Z1NRUs2HDPlJS\nzD9Uc6HFxcVRUVHBS2dO0j3kAqCrs4Njx/omr3E4HKSlpfHr6gGO1XZjjbLQ3NbDpnwbLpeLUGgi\nGFmtVqKjgpOvW7k8Y05Pfy9fnU75au2JIyKLh5aJy4wYhsHhI8fZv2/3nLTn8TRSU3PvDQO3bLmK\nw1E8J/dbiq7ecPGrE00kJ9j5ylNl2KInhqgMw8Dj8TAwMMB3X7xMS884AA8WJvK1T6/D6XTedl7U\nmC/AS4caibJa+Oy+4sl2RETCkXpwZEYsFgu2aK2QWUhr8px88wt3nmFlsViIj48nPj6eJz4W4sVD\nV4mJtvLJveVkZGTccX1sTDRfeGLtQpQsImI6BRyRMHBg2yr2VKwgymLBap27oScRkaVKAUckTGjI\nSUTkffpVT0RERMKOAo6IiIiEHQUcmTbDMPj7X7zDj48O899+VksopAV4IiKyOCngyLS1drk5WH0D\n12iIo+fbefd6v9kliYiITEmTjGXanEmxOJNi6b81RlK8jey02e9iHBe3mi1brk753KlTJ9m2bRtx\ncQt77pWIiCx92uhPZqS+uZ/qS11YvJ186bMH5vVeQ0NDXLp0iR07dszrfUREJPxoiEpmpKwgnS8/\ntY7SvGSGhobm9V4pKSlYrVYGBgbm9T4iIhJ+1IMj98Xn83Hq1Cn27Nkzr/cJBoO88JM3sCUup3J9\nDg+WZM3r/UREJDyoB0fuS0xMDHa7neHh4Xm9z9W2IaquhThY3cb/+MU7jHr983o/EREJDwo4ct82\nbdpEbW3tvN5jcHgcn3+ik3HU48fnD37EK0RERBRwZBbi4uJoGwjwP39Zy9m6rjlvPxQK4Ru4yo5y\nJ0UrkniwwEZqUuyc30dERMKPlonLfRv2+DhS52fA3c7bF7vJTo9n1bKkOWnb7/dz5MgRNm3axO7d\nmQBUV1fT19c35UnZIiIiH6QeHLlvIx4ftzz+3z3203Kzb27aHRnh4MGDbN++nczMzMnvV1RUcP78\neTQvXkREPopWUcms/PDXl7jY2Ed+TiKbV44RDAbZvHkzDsfMNgE8UXuT16qacdgsPJDj5vFH9xMT\nE3PHda2trYyMjFBeXj5XP4KIiIQhDVHJrHzlqduDhsfj4dy5c1itVjZv3szgiJ+a+h62lmeT5Yyf\nso3x8XH+6a3LdPZ7AVi9onDKcAOwatUqDh06RFFREXa7fW5/GBERCRsKODKnHA4HO3fuxO12c/jY\nSV46M4ZrJMjrVS386b8oYdzjxuVy4fe/v9zbbrcTY514bAFSk+LueY+EzGKe/y8HiU9I4ItPrmXT\nGu2NIyIit1PAkXmRlJREXtFGXIeqAOjsH6WhuYeKslyKioqw2Wy3Xb9itZtXT7WQkRLHkzvy79n2\n8Xd66HWHwO3mjapWBRwREbmDAo7MmzV5TtavTuVq2xDlqzM4sPMBoq1Tz2tfkZXE889smFa7aR/o\n4XGm3Lu3R0REIpMmGcu8On36NKuL15KZlozFYpmTNoPBEK+83UTIMPjkzsK7hiYREYlc6sGReeXx\neMhKT5nTNq3WKJ7eXTSnbYqISHjRr74yb9xuN0lJc7Pxn4iIyEwo4Mi8aWhooKSkxOwyREQkAing\nyLxRD46IiJhFc3Bkzr12qplfv92EzeJnY4WXdK10EhGRBaYeHJlzb5xppWvAQ1u/n9dONZtdjoiI\nRCAFHJlzzsSJIxSirRZyMhJMrkZERCKR9sGROTc0Ms6rJ5tZlhbPvi0rzS5HREQikAKOiIiIhB0N\nUYmIiEjYUcARERGRsKOAIyIiImFHAUdERETCjgKOiIiIhB0FHBEREQk7CjgiIiISdhRwREREJOwo\n4IiIiEjYUcARERGRsKOAIyIiImFHAUdERETCjgKOiIiIhB0FHBEREQk7CjgiIiISdhRwREREJOwo\n4IiIiEjYUcARERGRsKOAIyIiImHn/wNWol/jyOrFXwAAAABJRU5ErkJggg==\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", "tc = 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_line_geodata=False)\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, tc, sc], figsize=(8,6))" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "## Plot Structural Plans" ] }, { "cell_type": "markdown", "metadata": { "collapsed": true, "deletable": true, "editable": 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": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "data": { "text/plain": [ "This pandapower network includes the following parameter tables:\n", " - trafo (2 elements)\n", " - switch (322 elements)\n", " - ext_grid (2 elements)\n", " - load (147 elements)\n", " - bus_geodata (179 elements)\n", " - sgen (153 elements)\n", " - line (181 elements)\n", " - bus (179 elements)\n", " and the following results tables:\n", " - res_load (147 elements)\n", " - res_bus (179 elements)\n", " - res_trafo (2 elements)\n", " - res_ext_grid (2 elements)\n", " - res_line (181 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": { "deletable": true, "editable": true }, "source": [ "In that way, the algorithm seperates buses which are seperated by an open switch:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "data": { "image/png": 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FRd2zkqNWbe90OqFSbewE6qyUxffOTlm9LyIKDJZqIJLQ3pw4yGUCtOFKJGpd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\nlsiaXySZAAAAAElFTkSuQmCC\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", "tc = 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_line_geodata=False)\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, tc, sc], figsize=(8,6))" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "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": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "data": { "image/png": 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8eKYdnZ0d+PNn9yJWp57V890eH9471Yrm1nZ844mdk5LLqfqHrDhe3oOB3i589w8OQKXk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\n9oVK0wAAAABJRU5ErkJggg==\n", "text/plain": [ "" ] }, "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_line_geodata=False)\n", "plot.draw_collections([lcd, bc, tc, sc], figsize=(8,6))" ] } ], "metadata": { "anaconda-cloud": {}, "kernelspec": { "display_name": "Python [conda root]", "language": "python", "name": "conda-root-py" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.5.3" } }, "nbformat": 4, "nbformat_minor": 0 }