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@cs224
Created September 4, 2022 16:20
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Author: cs224\n",
"\n",
"Last updated: 2022-09-04\n",
"\n",
"Python implementation: CPython\n",
"Python version : 3.8.12\n",
"IPython version : 8.2.0\n",
"\n",
"numpy : 1.23.1\n",
"pandas : 1.4.2\n",
"matplotlib: 3.5.1\n",
"sklearn : 1.0.2\n",
"h5py : 2.10.0\n",
"pytest : 7.1.1\n",
"pvlib : 0.9.2\n",
"\n"
]
}
],
"source": [
"%load_ext watermark\n",
"%watermark -a 'cs224' -u -d -v -p numpy,pandas,matplotlib,sklearn,h5py,pytest,pvlib"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [],
"source": [
"%matplotlib inline\n",
"import numpy as np, scipy, scipy.stats as stats, pandas as pd, matplotlib.pyplot as plt, seaborn as sns\n",
"import sklearn, sklearn.pipeline, sklearn.model_selection, sklearn.preprocessing, sklearn.linear_model\n",
"\n",
"pd.set_option('display.max_columns', 500)\n",
"pd.set_option('display.width', 1000)\n",
"# pd.set_option('display.float_format', lambda x: '%.2f' % x)\n",
"np.set_printoptions(edgeitems=10)\n",
"np.set_printoptions(linewidth=1000)\n",
"np.set_printoptions(suppress=True)\n",
"np.core.arrayprint._line_width = 180\n",
"\n",
"SEED = 42\n",
"np.random.seed(SEED)\n",
"\n",
"sns.set()"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [
{
"data": {
"text/html": [
"<style>.container { width:70% !important; }</style>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"from IPython.display import display, HTML\n",
"display(HTML(\"<style>.container { width:70% !important; }</style>\"))"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"import pvlib, pvlib.iotools, pvlib.modelchain, pvlib.location, pvlib.pvsystem, pvlib.temperature\n",
"import pvlib.irradiance"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"latitude=50.94\n",
"longitude=6.96\n",
"surface_tilt=45\n",
"surface_azimuth=180.0"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"location = pvlib.location.Location(latitude=latitude, longitude=longitude, tz='Europe/Berlin', altitude=80, name='Cologne Cathedral')\n",
"sandia_modules = pvlib.pvsystem.retrieve_sam('SandiaMod')\n",
"cec_inverters = pvlib.pvsystem.retrieve_sam('CECInverter')\n",
"\n",
"def sandia_system_example():\n",
" module = sandia_modules['Canadian_Solar_CS5P_220M___2009_']\n",
" inverter = cec_inverters['ABB__PVI_3_0_OUTD_S_US__208V_']\n",
" temperature_parameters = pvlib.temperature.TEMPERATURE_MODEL_PARAMETERS['sapm']['open_rack_glass_glass']\n",
"\n",
" system = pvlib.pvsystem.PVSystem(\n",
" surface_tilt=surface_tilt, surface_azimuth=surface_azimuth,\n",
" module_parameters=module, inverter_parameters=inverter,\n",
" temperature_model_parameters=temperature_parameters,\n",
" modules_per_string=7, strings_per_inverter=2\n",
" )\n",
"\n",
" model_chain = pvlib.modelchain.ModelChain(system, location)\n",
" return model_chain"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<AxesSubplot:xlabel='time'>"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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\n",
"text/plain": [
"<Figure size 2560x640 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"model_chain = sandia_system_example()\n",
"pvgis_hourly, inputs, metadata = pvlib.iotools.get_pvgis_hourly(\n",
" model_chain.location.latitude, model_chain.location.longitude, \n",
" start=2020, end=2020,\n",
" raddatabase='PVGIS-SARAH2', # https://joint-research-centre.ec.europa.eu/pvgis-photovoltaic-geographical-information-system/getting-started-pvgis/pvgis-user-manual_en#ref-2-using-horizon-information\n",
" components=True, \n",
" surface_tilt=0, surface_azimuth=0, \n",
" outputformat='json', usehorizon=True, userhorizon=None, pvcalculation=False, peakpower=None, pvtechchoice='crystSi', mountingplace='free', loss=0, trackingtype=0, optimal_surface_tilt=False, optimalangles=False, \n",
" url='https://re.jrc.ec.europa.eu/api/v5_2/', # https://joint-research-centre.ec.europa.eu/pvgis-photovoltaic-geographical-information-system/pvgis-releases/pvgis-52_en\n",
" map_variables=True, timeout=30\n",
")\n",
"pvgis_hourly['poa_diffuse'] = pvgis_hourly['poa_sky_diffuse'] + pvgis_hourly['poa_ground_diffuse']\n",
"pvgis_hourly['poa_global'] = pvgis_hourly['poa_direct'] + pvgis_hourly['poa_diffuse']\n",
"\n",
"pvgis_hourly_ = pvgis_hourly[['temp_air', 'poa_global', 'poa_direct', 'poa_diffuse', 'wind_speed']].copy()\n",
"pvgis_hourly_.columns = ['temp_air', 'ghi', 'dni', 'dhi', 'wind_speed']\n",
"\n",
"model_chain.run_model(pvgis_hourly_.loc['2020-07-01':'2020-07-07'])\n",
"plt.figure(figsize=(32, 8), dpi=80, facecolor='w', edgecolor='k')\n",
"ax = plt.subplot(1, 1, 1)\n",
"model_chain.results.ac.plot(ax=ax)"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"45 0.0\n"
]
},
{
"data": {
"text/plain": [
"<AxesSubplot:xlabel='time'>"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 2560x640 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"model_chain =sandia_system_example()\n",
"pvgis_hourly, inputs, metadata = pvlib.iotools.get_pvgis_hourly(\n",
" model_chain.location.latitude, model_chain.location.longitude, \n",
" start=2020, end=2020,\n",
" raddatabase='PVGIS-SARAH2', # https://joint-research-centre.ec.europa.eu/pvgis-photovoltaic-geographical-information-system/getting-started-pvgis/pvgis-user-manual_en#ref-2-using-horizon-information\n",
" components=True, \n",
" surface_tilt=model_chain.system.arrays[0].mount.surface_tilt, surface_azimuth=model_chain.system.arrays[0].mount.surface_azimuth - 180.0, \n",
" outputformat='json', usehorizon=True, userhorizon=None, pvcalculation=False, peakpower=None, pvtechchoice='crystSi', mountingplace='free', loss=0, trackingtype=0, optimal_surface_tilt=False, optimalangles=False, \n",
" url='https://re.jrc.ec.europa.eu/api/v5_2/', # https://joint-research-centre.ec.europa.eu/pvgis-photovoltaic-geographical-information-system/pvgis-releases/pvgis-52_en\n",
" map_variables=True, timeout=30\n",
")\n",
"print(model_chain.system.arrays[0].mount.surface_tilt, model_chain.system.arrays[0].mount.surface_azimuth - 180.0)\n",
"pvgis_hourly['poa_diffuse'] = pvgis_hourly['poa_sky_diffuse'] + pvgis_hourly['poa_ground_diffuse']\n",
"pvgis_hourly['poa_global'] = pvgis_hourly['poa_direct'] + pvgis_hourly['poa_diffuse']\n",
"\n",
"model_chain.run_model_from_poa(pvgis_hourly.loc['2020-07-01':'2020-07-07'])\n",
"plt.figure(figsize=(32, 8), dpi=80, facecolor='w', edgecolor='k')\n",
"ax = plt.subplot(1, 1, 1)\n",
"model_chain.results.ac.plot(ax=ax)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"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": "3.8.12"
},
"toc": {
"base_numbering": 1,
"nav_menu": {},
"number_sections": true,
"sideBar": true,
"skip_h1_title": false,
"title_cell": "Table of Contents",
"title_sidebar": "Contents",
"toc_cell": false,
"toc_position": {},
"toc_section_display": true,
"toc_window_display": false
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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