{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Plotting Pandapower Networks using Plotly\n", "This tutorial shows you how to make interactive plots of pandapower networks using plotly (https://plot.ly/python/).\n", "The best way to get started is to get familiar with 3 built-in plots that correspond to:\n", "* a simple plot of a network (respect switch statuses by default)\n", "* voltage-levels plot - colores and labels network according to voltage levels\n", "* Power Flow results - a colormap plot where buses are colored according to voltage magnitudes and branches according to line/transformer loading.\n", "\n", "The following sample plots are with mv_oberrhein network from the pandapower.networks package:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [], "source": [ "from pandapower.plotting.plotly import simple_plotly\n", "from pandapower.networks import mv_oberrhein\n", "net = mv_oberrhein()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Simple plotting\n", "A simple network plot wich labels as separate trace all network buses, lines, transformers and external grid.\n", "Try some of the fancy plotly features from the upper-right corner:\n", "* zooming,\n", "* hoover tool (position cursor on the bus/line/trafo to get basic info),\n", "* selecting, \n", "* click on the legend to hide-show any of the legened elements," ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "" ], "text/vnd.plotly.v1+html": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.plotly.v1+json": { "data": [ { "hoverinfo": "text", "line": { "color": "grey", "width": 1 }, "mode": "lines", "name": "lines", "text": [ "Line 0", "Line 1", "Line 2", "Line 3", "Line 4", "Line 5", "Line 6", "Line 7", "Line 10", "Line 11", "Line 12", "Line 14", "Line 15", "Line 16", "Line 17", "Line 18", "Line 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This may take some time\n" ] }, { "data": { "text/html": [ "" ], "text/vnd.plotly.v1+html": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.plotly.v1+json": { "data": [ { "hoverinfo": "text", "legendgroup": "220.0", "line": { "color": "rgb(219.29999999999998,94.65599999999999,86.69999999999999)", "width": 2 }, "mode": "lines", "name": "lines 220.0 kV", "text": [ "Line 1-2", "Line 1-6a", "Line 2-5", "Line 3-4", "Line 3-4_2", "Line 4-5", "Line 4-6a", "Line 6a-6b" ], "type": "scatter", "x": [ -0.4727026756814041, -0.02580024118331034, 0.42110219331478344, null, -0.4727026756814041, -0.808715796303021, -1.144728916924638, null, 0.42110219331478344, 0.5838540614968182, 0.7466059296788529, null, 0.39981780617205376, 0.10802391306844727, -0.1837699800351592, null, 0.39981780617205376, 0.10802391306844727, -0.1837699800351592, null, -0.1837699800351592, 0.28141797482184683, 0.7466059296788529, null, -0.1837699800351592, -0.6642494484798986, 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-0.24425935994963208, -1.1833657237225996 ] }, { "hoverinfo": "text", "legendgroup": "22.0", "marker": { "color": "rgb(94.65599999999999,86.69999999999999,219.29999999999998)", "size": 10, "symbol": "circle" }, "mode": "markers", "name": "buses 22.0 kV", "text": [ "Bus 9", "Bus 10", "Bus 11", "Bus 12" ], "type": "scatter", "x": [ -1.1345390621685534, 0.9880161023087057, 0.5752763767374824, -3.2366781230124104 ], "y": [ 1.5668275169093357, 2.151917736451024, -2.8824166078542413, -0.7145884541939073 ] } ], "layout": { "autosize": true, "height": 700, "hovermode": "closest", "margin": { "b": 5, "l": 5, "r": 5, "t": 5 }, "showlegend": true, "titlefont": { "size": 16 }, "width": 623.8209891910143, "xaxis": { "showgrid": false, "showticklabels": false, "zeroline": false }, "yaxis": { "showgrid": false, "showticklabels": false, "zeroline": false } } }, "text/html": [ "" ], "text/vnd.plotly.v1+html": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from pandapower.networks import create_cigre_network_hv\n", "net = create_cigre_network_hv()\n", "vlevel_plotly(net)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Power Flow Results\n", "Results from `res_bus`, `res_line` and `res_trafo` can be effectively displayed using `pf_res_plolty`.\n", "Buses colored according to resulting voltage magnitude using colormap in range $[0.9,1.1]$. \n", "Lines and trafos are colored according to resulting loading using colormap in range $[0,100]$. \n", "Positioning a cursor over a bus or line-breaks shows more details about each element." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "" ], "text/vnd.plotly.v1+html": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.plotly.v1+json": { "data": [ { "hoverinfo": "text", "line": { "color": "rgb(0.0,56.5,255.0)", "width": 2 }, "mode": "lines", "name": "lines", "text": "Line 0