{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# IEEE European Low Voltage Test Feeder: \n", "\n", "http://sites.ieee.org/pes-testfeeders/resources/\n", "\n", "The current IEEE test cases are focused on North American style systems; however it is common outside of North America to see low-voltage distribution systems, both radial and meshed. It is important to make sure that tools support both dominant styles of distribution system configuration. This test case seeks to fill a benchmark gap by presenting a number of common low-voltage configurations. This circuit also introduces quasi-static time series simulations.\n", "\n", "IEEE European LV network is a generic 0.416 kV network serviced by one 0.8 MVA MV/LV transformer and a 11kV external grid. The network supplies 906 LV buses and 55 single phase loads.\n", "\n", "# Snapshot of Time series data\n", "\n", "In the benchmark document, there are three snapshots taken from a time series data.\n", "\n", "- 12:01 AM : Off Peak(1 min) \n", "- 09:26 AM : On Peak (566 min)\n", "- 12:00 AM : Off Peak (1440 min)\n", "\n", "All the three networks have been saved into pandapower.networks \n", "We can select them using :\n", "\n", "- 'off_peak_1',\n", "- 'on_peak_566',\n", "- 'off_peak_1440' " ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2024-03-31T08:46:18.365014Z", "start_time": "2024-03-31T08:46:07.951619Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "LightSimBackend import error: No module named 'grid2op'\n", "PhysicalLawChecker import error: No module named 'grid2op'\n", "TimeSerie import error: cannot import name 'TimeSerie' from 'lightsim2grid.timeSerie' (C:\\ProgramData\\miniconda3\\envs\\py3.11\\Lib\\site-packages\\lightsim2grid\\timeSerie.py)\n", "ContingencyAnalysis import error: cannot import name 'ContingencyAnalysis' from 'lightsim2grid.contingencyAnalysis' (C:\\ProgramData\\miniconda3\\envs\\py3.11\\Lib\\site-packages\\lightsim2grid\\contingencyAnalysis.py)\n", "rewards import error: No module named 'grid2op'\n" ] } ], "source": [ "import pandapower as pp\n", "import pandapower.networks as nw\n", "\n", "net = nw.ieee_european_lv_asymmetric('on_peak_566')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Plotting the network\n", "\n", "- 11 KV External Grid ( cyan triangle)\n", "- 0.8 MVA 11/0.416 kV Transformer ( Intersecting Circles)\n", "- Loads \n", " - Phase A: red triangles, \n", " - Phase B: yellow box\n", " - Phase C: blue circle\n", "\n", "**PS:**\n", "\n", "**Maximum unbalanced node 0.74% ( Black rectangle in the fig)**\n", "\n", "**Max Line Loading 33.10 % ( Black line in the fig)**" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "ExecuteTime": { "end_time": "2024-03-31T08:48:59.470224Z", "start_time": "2024-03-31T08:48:55.945516Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "The number of given colors (1) is smaller than the number of nodes (907) to draw! The colors will be repeated to fit.\n" ] }, { "data": { "text/plain": "" }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": "
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}, "metadata": {}, "output_type": "display_data" } ], "source": [ "import pandapower.plotting as plot\n", "import numpy as np\n", "try:\n", " import seaborn\n", " colors = seaborn.color_palette()\n", "except:\n", " colors = [\"b\", \"g\", \"r\", \"c\", \"y\"]\n", "%matplotlib inline\n", "\n", "sizes = plot.get_collection_sizes(net)\n", "\n", "# Plot all the buses\n", "bc = plot.create_bus_collection(net, net.bus.index, size=sizes['bus'], color=colors[0], zorder=10)\n", "\n", "#Plot Transformers\n", "tlc, tpc = plot.create_trafo_collection(net, net.trafo.index, color=\"g\", size=sizes['trafo'])\n", "\n", "# Plot all the lines\n", "lcd = plot.create_line_collection(net, net.line.index, color=\"grey\", linewidths=0.1, use_bus_geodata=True)\n", "\n", "# Plot the external grid\n", "sc = plot.create_ext_grid_collection(net, ext_grid_buses=net.ext_grid.bus.values, size=sizes['ext_grid'], color=\"c\", zorder=11)\n", "\n", "#Plot all the loads\n", "ldA = plot.create_bus_collection(net, net.asymmetric_load.bus.values[np.where(net.asymmetric_load.p_a_mw >0)], patch_type=\"poly3\", size=sizes['bus'], color=\"r\", zorder=11)\n", "ldB = plot.create_bus_collection(net, net.asymmetric_load.bus.values[np.where(net.asymmetric_load.p_b_mw >0)], patch_type=\"rect\", size=sizes['bus'], color=\"y\", zorder=11)\n", "ldC = plot.create_bus_collection(net, net.asymmetric_load.bus.values[np.where(net.asymmetric_load.p_c_mw >0)], patch_type=\"circle\", size=sizes['bus'], color=\"b\", zorder=11)\n", "\n", "# Plot the max. loaded line and max. unbalanced node\n", "max_load = plot.create_line_collection(net, np.array([net.res_line_3ph.loading_percent.idxmax()]), color=\"black\", linewidths=15, use_bus_geodata=True)\n", "max_unbal = plot.create_bus_collection(net, np.array([net.res_bus_3ph.unbalance_percent.idxmax()]), patch_type=\"rect\", size=sizes['bus'], color=\"black\", zorder=11)\n", "\n", "# Draw all the collected plots\n", "plot.draw_collections([lcd, bc, tlc, tpc, sc,ldA,ldB,ldC,max_load,max_unbal], figsize=(20,20))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Sample Result Values\n", "\n", "Max loaded line and most unbalanced load has been marked in black in the plot.\n", "\n", "The exact values are provided below:\n", "- Maximum unbalance %\n", "- Max Line Loading %" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "ExecuteTime": { "end_time": "2024-03-31T08:46:35.620552Z", "start_time": "2024-03-31T08:46:35.610924Z" } }, "outputs": [ { "data": { "text/plain": "0.731202438137132" }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "net.res_bus_3ph.unbalance_percent.max()" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "ExecuteTime": { "end_time": "2024-03-31T08:46:35.634946Z", "start_time": "2024-03-31T08:46:35.622684Z" } }, "outputs": [ { "data": { "text/plain": "33.20121091665931" }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "net.res_line_3ph.loading_percent.max()" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "ExecuteTime": { "end_time": "2024-03-31T08:46:35.641473Z", "start_time": "2024-03-31T08:46:35.637928Z" } }, "outputs": [], "source": [] } ], "metadata": { "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": "3.9.13" } }, "nbformat": 4, "nbformat_minor": 2 }