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* restructure pvlib/spectrum update __init__.py rename mismatch.py to spectral_mismatch.py create spectral_irradiance.py, spectral_response.py * update irr and mismatch * update irr mismatch * Update __init__.py * Update spectral_mismatch.py resolve circular imports (attempt) * Update spectral_mismatch.py * Update spectral_mismatch.py * Update v0.11.1.rst * Update v0.11.1.rst breaking -> breaking up * remove spectral prefix * update file names
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from pvlib.spectrum.spectrl2 import spectrl2 # noqa: F401 | ||
from pvlib.spectrum.mismatch import ( # noqa: F401 | ||
calc_spectral_mismatch_field, | ||
get_am15g, | ||
get_reference_spectra, | ||
get_example_spectral_response, | ||
spectral_factor_caballero, | ||
spectral_factor_firstsolar, | ||
spectral_factor_sapm, | ||
spectral_factor_pvspec, | ||
spectral_factor_jrc, | ||
) | ||
from pvlib.spectrum.irradiance import ( # noqa: F401 | ||
get_am15g, | ||
get_reference_spectra, | ||
) | ||
from pvlib.spectrum.response import ( # noqa: F401 | ||
get_example_spectral_response, | ||
sr_to_qe, | ||
qe_to_sr | ||
qe_to_sr, | ||
) |
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""" | ||
The ``irradiance`` module in the ``spectrum`` package provides functions for | ||
calculations related to spectral irradiance data. | ||
""" | ||
|
||
import pvlib | ||
from pvlib._deprecation import deprecated | ||
import numpy as np | ||
import pandas as pd | ||
from pathlib import Path | ||
from functools import partial | ||
|
||
|
||
@deprecated( | ||
since="0.11", | ||
removal="0.12", | ||
name="pvlib.spectrum.get_am15g", | ||
alternative="pvlib.spectrum.get_reference_spectra", | ||
addendum=( | ||
"The new function reads more data. Use it with " | ||
+ "standard='ASTM G173-03' and extract the 'global' column." | ||
), | ||
) | ||
def get_am15g(wavelength=None): | ||
r""" | ||
Read the ASTM G173-03 AM1.5 global spectrum on a 37-degree tilted surface, | ||
optionally interpolated to the specified wavelength(s). | ||
Global (tilted) irradiance includes direct and diffuse irradiance from sky | ||
and ground reflections, and is more formally called hemispherical | ||
irradiance (on a tilted surface). In the context of photovoltaic systems | ||
the irradiance on a flat receiver is frequently called plane-of-array (POA) | ||
irradiance. | ||
Parameters | ||
---------- | ||
wavelength: 1-D sequence of numeric, optional | ||
Wavelengths at which the spectrum is interpolated. | ||
By default the 2002 wavelengths of the standard are returned. [nm]. | ||
Returns | ||
------- | ||
am15g: pandas.Series | ||
The AM1.5g standard spectrum indexed by ``wavelength``. [W/(m²nm)]. | ||
Notes | ||
----- | ||
If ``wavelength`` is specified this function uses linear interpolation. | ||
If the values in ``wavelength`` are too widely spaced, the integral of the | ||
spectrum may deviate from the standard value of 1000.37 W/m². | ||
The values in the data file provided with pvlib-python are copied from an | ||
Excel file distributed by NREL, which is found here: | ||
https://www.nrel.gov/grid/solar-resource/assets/data/astmg173.xls | ||
More information about reference spectra is found here: | ||
https://www.nrel.gov/grid/solar-resource/spectra-am1.5.html | ||
See Also | ||
-------- | ||
pvlib.spectrum.get_reference_spectra : reads also the direct and | ||
extraterrestrial components of the spectrum. | ||
References | ||
---------- | ||
.. [1] ASTM "G173-03 Standard Tables for Reference Solar Spectral | ||
Irradiances: Direct Normal and Hemispherical on 37° Tilted Surface." | ||
""" # noqa: E501 | ||
# Contributed by Anton Driesse (@adriesse), PV Performance Labs. Aug. 2022 | ||
# modified by @echedey-ls, as a wrapper of spectrum.get_reference_spectra | ||
standard = get_reference_spectra(wavelength, standard="ASTM G173-03") | ||
return standard["global"] | ||
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def get_reference_spectra(wavelengths=None, standard="ASTM G173-03"): | ||
r""" | ||
Read a standard spectrum specified by ``standard``, optionally | ||
interpolated to the specified wavelength(s). | ||
Defaults to ``ASTM G173-03`` AM1.5 standard [1]_, which returns | ||
``extraterrestrial``, ``global`` and ``direct`` spectrum on a 37-degree | ||
tilted surface, optionally interpolated to the specified wavelength(s). | ||
Parameters | ||
---------- | ||
wavelengths : numeric, optional | ||
Wavelengths at which the spectrum is interpolated. [nm]. | ||
If not provided, the original wavelengths from the specified standard | ||
are used. Values outside that range are filled with zeros. | ||
standard : str, default "ASTM G173-03" | ||
The reference standard to be read. Only the reference | ||
``"ASTM G173-03"`` is available at the moment. | ||
Returns | ||
------- | ||
standard_spectra : pandas.DataFrame | ||
The standard spectrum by ``wavelength [nm]``. [W/(m²nm)]. | ||
Column names are ``extraterrestrial``, ``direct`` and ``global``. | ||
Notes | ||
----- | ||
If ``wavelength`` is specified, linear interpolation is used. | ||
If the values in ``wavelength`` are too widely spaced, the integral of each | ||
spectrum may deviate from its standard value. | ||
For global spectra, it is about 1000.37 W/m². | ||
The values of the ASTM G173-03 provided with pvlib-python are copied from | ||
an Excel file distributed by NREL, which is found here [2]_: | ||
https://www.nrel.gov/grid/solar-resource/assets/data/astmg173.xls | ||
Examples | ||
-------- | ||
>>> from pvlib import spectrum | ||
>>> am15 = spectrum.get_reference_spectra() | ||
>>> am15_extraterrestrial, am15_global, am15_direct = \ | ||
>>> am15['extraterrestrial'], am15['global'], am15['direct'] | ||
>>> print(am15.head()) | ||
extraterrestrial global direct | ||
wavelength | ||
280.0 0.082 4.730900e-23 2.536100e-26 | ||
280.5 0.099 1.230700e-21 1.091700e-24 | ||
281.0 0.150 5.689500e-21 6.125300e-24 | ||
281.5 0.212 1.566200e-19 2.747900e-22 | ||
282.0 0.267 1.194600e-18 2.834600e-21 | ||
>>> am15 = spectrum.get_reference_spectra([300, 500, 800, 1100]) | ||
>>> print(am15) | ||
extraterrestrial global direct | ||
wavelength | ||
300 0.45794 0.00102 0.000456 | ||
500 1.91600 1.54510 1.339100 | ||
800 1.12480 1.07250 0.988590 | ||
1100 0.60000 0.48577 0.461130 | ||
References | ||
---------- | ||
.. [1] ASTM "G173-03 Standard Tables for Reference Solar Spectral | ||
Irradiances: Direct Normal and Hemispherical on 37° Tilted Surface." | ||
.. [2] “Reference Air Mass 1.5 Spectra,” www.nrel.gov. | ||
https://www.nrel.gov/grid/solar-resource/spectra-am1.5.html | ||
""" # Contributed by Echedey Luis, inspired by Anton Driesse (get_am15g) | ||
SPECTRA_FILES = { | ||
"ASTM G173-03": "ASTMG173.csv", | ||
} | ||
pvlib_datapath = Path(pvlib.__path__[0]) / "data" | ||
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try: | ||
filepath = pvlib_datapath / SPECTRA_FILES[standard] | ||
except KeyError: | ||
raise ValueError( | ||
f"Invalid standard identifier '{standard}'. Available " | ||
+ "identifiers are: " | ||
+ ", ".join(SPECTRA_FILES.keys()) | ||
) | ||
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standard = pd.read_csv( | ||
filepath, | ||
header=1, # expect first line of description, then column names | ||
index_col=0, # first column is "wavelength" | ||
dtype=float, | ||
) | ||
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if wavelengths is not None: | ||
interpolator = partial( | ||
np.interp, xp=standard.index, left=0.0, right=0.0 | ||
) | ||
standard = pd.DataFrame( | ||
index=wavelengths, | ||
data={ | ||
col: interpolator(x=wavelengths, fp=standard[col]) | ||
for col in standard.columns | ||
}, | ||
) | ||
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return standard |
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