Last active
May 28, 2022 21:24
-
-
Save kandersolar/dc0dde90bc9f2fb51011c299a744639b to your computer and use it in GitHub Desktop.
Comparison of front- and rear-side irradiance between pvfactors and DNV's infinite sheds model
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
{ | |
"cells": [ | |
{ | |
"cell_type": "code", | |
"execution_count": 1, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"import pvlib\n", | |
"import pvfactors\n", | |
"import matplotlib.pyplot as plt\n", | |
"import numpy as np\n", | |
"import pandas as pd" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 2, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"import warnings\n", | |
"warnings.filterwarnings('ignore', message='Setting custom attributes')\n", | |
"warnings.filterwarnings('ignore', message='invalid value')\n", | |
"warnings.filterwarnings('ignore', message='divide by zero')" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 3, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"pvlib 0.9.0+135.g525078fc\n", | |
"pvfactors 1.5.1\n" | |
] | |
} | |
], | |
"source": [ | |
"for pkg in [pvlib, pvfactors]:\n", | |
" print(pkg.__name__, pkg.__version__)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 4, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"def plot_comparison(pvfac, infsheds, perez_front, isotropic_front):\n", | |
" fig, axes = plt.subplots(1, 2, figsize=(12, 4), dpi=100)\n", | |
"\n", | |
" pvfac['total_inc_front'].plot(ax=axes[0], label='pvfactors')\n", | |
" infsheds['poa_front'].plot(ax=axes[0], label='infinite_sheds')\n", | |
" perez_front.plot(ax=axes[0], label='perez')\n", | |
" isotropic_front.plot(ax=axes[0], label='isotropic')\n", | |
" axes[0].legend()\n", | |
" axes[0].set_title('Front')\n", | |
"\n", | |
" pvfac['total_inc_back'].plot(ax=axes[1], label='pvfactors')\n", | |
" infsheds['poa_back'].plot(ax=axes[1], label='infinite_sheds')\n", | |
" axes[1].legend()\n", | |
" axes[1].set_title('Back')\n", | |
"\n", | |
" axes[0].set_ylabel('Incident Irradiance [W/m2]')" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 5, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"def simulate_and_compare(orientation_strategy, date):\n", | |
" times = pd.date_range(f'{date} 00:00', f'{date} 23:59', freq='5min', tz='Etc/GMT+5')\n", | |
" location = pvlib.location.Location(40, -80)\n", | |
" solpos = location.get_solarposition(times)\n", | |
" solpos = solpos.loc[solpos['apparent_elevation'] > 0, :]\n", | |
" times = solpos.index\n", | |
" irrad = location.get_clearsky(times)\n", | |
" dniet = pvlib.irradiance.get_extra_radiation(times)\n", | |
"\n", | |
" if orientation_strategy == 'sat':\n", | |
" sat = pvlib.tracking.singleaxis(solpos.zenith, solpos.azimuth, gcr=0.5, backtrack=True)\n", | |
" surface_tilt = sat.surface_tilt\n", | |
" surface_azimuth = sat.surface_azimuth\n", | |
" axis_azimuth = 180\n", | |
" else:\n", | |
" surface_tilt = 20\n", | |
" surface_azimuth = 180\n", | |
" axis_azimuth = 90\n", | |
"\n", | |
" perez_front = pvlib.irradiance.get_total_irradiance(surface_tilt, surface_azimuth, solpos.zenith, solpos.azimuth,\n", | |
" irrad.dni, irrad.ghi, irrad.dhi,\n", | |
" dni_extra=dniet, model='perez')['poa_global']\n", | |
" isotropic_front = pvlib.irradiance.get_total_irradiance(surface_tilt, surface_azimuth, solpos.zenith, solpos.azimuth,\n", | |
" irrad.dni, irrad.ghi, irrad.dhi,\n", | |
" model='isotropic')['poa_global']\n", | |
"\n", | |
" kwargs = dict(solar_zenith=solpos.zenith, solar_azimuth=solpos.azimuth,\n", | |
" dni=irrad.dni, dhi=irrad.dhi, albedo=0.2, gcr=0.5)\n", | |
"\n", | |
" infsheds = pvlib.bifacial.infinite_sheds.get_irradiance(\n", | |
" surface_tilt=surface_tilt, surface_azimuth=surface_azimuth,\n", | |
" height=1.5, pitch=4.0, ghi=irrad.ghi,\n", | |
" **kwargs\n", | |
" )\n", | |
" \n", | |
" pvfac = pd.concat(pvlib.bifacial.pvfactors.pvfactors_timeseries(\n", | |
" surface_tilt=surface_tilt, surface_azimuth=surface_azimuth,\n", | |
" axis_azimuth=axis_azimuth, timestamps=times,\n", | |
" pvrow_height=1.5, pvrow_width=2.0, n_pvrows=9, index_observed_pvrow=4,\n", | |
" **kwargs\n", | |
" ), axis=1)\n", | |
"\n", | |
" plot_comparison(pvfac, infsheds, perez_front, isotropic_front)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"# Fixed tilt, Winter" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 6, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": "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\n", | |
"text/plain": [ | |
"<Figure size 1200x400 with 2 Axes>" | |
] | |
}, | |
"metadata": { | |
"needs_background": "light" | |
}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"simulate_and_compare('fixed', '2019-01-01')" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"# Fixed tilt, Summer" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 7, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": "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\n", | |
"text/plain": [ | |
"<Figure size 1200x400 with 2 Axes>" | |
] | |
}, | |
"metadata": { | |
"needs_background": "light" | |
}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"simulate_and_compare('fixed', '2019-06-01')" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"# SAT, Winter" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 8, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": "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\n", | |
"text/plain": [ | |
"<Figure size 1200x400 with 2 Axes>" | |
] | |
}, | |
"metadata": { | |
"needs_background": "light" | |
}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"simulate_and_compare('sat', '2019-01-01')" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"# SAT, Summer" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 9, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": "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\n", | |
"text/plain": [ | |
"<Figure size 1200x400 with 2 Axes>" | |
] | |
}, | |
"metadata": { | |
"needs_background": "light" | |
}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"simulate_and_compare('sat', '2019-06-01')" | |
] | |
} | |
], | |
"metadata": { | |
"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": "3.7.7" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 4 | |
} |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment