From bb9b7beb11cdbe8945819eecd8fb27811de1ee77 Mon Sep 17 00:00:00 2001 From: Anton Driesse Date: Sat, 13 Aug 2022 13:54:29 +0200 Subject: [PATCH 01/16] Add mismatch module in pvlib.spectrum --- pvlib/spectrum/mismatch.py | 7 +++++++ 1 file changed, 7 insertions(+) create mode 100644 pvlib/spectrum/mismatch.py diff --git a/pvlib/spectrum/mismatch.py b/pvlib/spectrum/mismatch.py new file mode 100644 index 0000000000..4a2a83b682 --- /dev/null +++ b/pvlib/spectrum/mismatch.py @@ -0,0 +1,7 @@ +""" +The ``mismatch`` module provides functions for spectral mismatch calculations. +""" + +import pvlib +import numpy as np +import pandas as pd From 949084ac25508473f5bdd15267df4bc89e3194a3 Mon Sep 17 00:00:00 2001 From: Anton Driesse Date: Sat, 13 Aug 2022 16:17:47 +0200 Subject: [PATCH 02/16] Add utility function to produce a sample sr to work or play with. --- pvlib/spectrum/mismatch.py | 43 ++++++++++++++++++++++++++++++++++++++ 1 file changed, 43 insertions(+) diff --git a/pvlib/spectrum/mismatch.py b/pvlib/spectrum/mismatch.py index 4a2a83b682..33404a97f1 100644 --- a/pvlib/spectrum/mismatch.py +++ b/pvlib/spectrum/mismatch.py @@ -5,3 +5,46 @@ import pvlib import numpy as np import pandas as pd +from scipy.interpolate import interp1d + +def get_sample_sr(wavelength=None): + ''' + Generate a generic smooth c-si spectral response for tests and experiments. + + Notes + ----- + This sr is based on measurements taken on a reference cell. + The measured data points have been adjusted by PV Performance Labs so that + standard cubic spline interpolation produces a curve without oscillations. + ''' + SR_DATA = np.array([[ 290, 0.00], + [ 350, 0.27], + [ 400, 0.37], + [ 500, 0.52], + [ 650, 0.71], + [ 800, 0.88], + [ 900, 0.97], + [ 957, 1.00], + [1000, 0.93], + [1050, 0.58], + [1100, 0.21], + [1150, 0.05], + [1190, 0.00]]).transpose() + + if wavelength is None: + resolution = 5.0 + wavelength = np.arange(280, 1200 + resolution, resolution) + + interpolator = interp1d(SR_DATA[0], SR_DATA[1], + kind='cubic', + bounds_error=False, + fill_value=0.0, + copy=False, + assume_sorted=True) + + sr = pd.Series(data=interpolator(wavelength), index=wavelength) + + sr.index.name = 'wavelength' + sr.name = 'sr' + + return sr From 12e06df6353de21acba8983d003bf8d2139d78c3 Mon Sep 17 00:00:00 2001 From: Anton Driesse Date: Mon, 15 Aug 2022 12:00:35 +0200 Subject: [PATCH 03/16] Add reference spectrum file and reader function. --- pvlib/data/astmg173.xls | Bin 0 -> 415232 bytes pvlib/spectrum/mismatch.py | 36 ++++++++++++++++++++++++++++++++++++ 2 files changed, 36 insertions(+) create mode 100644 pvlib/data/astmg173.xls diff --git a/pvlib/data/astmg173.xls b/pvlib/data/astmg173.xls new file mode 100644 index 0000000000000000000000000000000000000000..8e2dbd51fae619986e823a474e5c29627ecea702 GIT binary patch literal 415232 zcmeF)4VYc?{r>xJA{YdNAP5FQ5DbDK7zFV=2!db`j5ZhqX$9jsp2u@Mk2W+_WwhF+ zt+u1pN{gDRYT9Z$Rc%w%cG{+uwjR#f`@ZLW(_eqT)9d>G&$-Sy*IBt{_RM>KUVE** 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z`bYz$A<_tGj94I+NE4(fVue^E&5-6u3#28|3TchlAZ-v^q%G18X^(V3IwE#RC!{md z1?h@(L%Jh9ke)~{#2)F5^g;R}{gD310AwKIfDA$gBSR2J#0hamh9WMAE8>O>L)?+! z$OvR4G71@uj6udCB7TTJG7FiF z%t7WN^N;`}5SfoGK!T89WFZoQgd&TO#Yh+ujx0fzA`wU=vJ6>{L?J7XmB=b&HL?bY zMq-dyWGxbhtV7l#8<2QpBa(n@LK2b9ND{II*@|pKwj(=`WMn6jg6u+4ku)S7*^TT$ z_9FX`{m232AaV#fjAS53kfX>kDA M@%~Hym!JQC0VD Date: Mon, 15 Aug 2022 17:28:43 +0200 Subject: [PATCH 04/16] Add the mismatch calculation. --- pvlib/spectrum/mismatch.py | 69 ++++++++++++++++++++++++++++++++++---- 1 file changed, 62 insertions(+), 7 deletions(-) diff --git a/pvlib/spectrum/mismatch.py b/pvlib/spectrum/mismatch.py index c67909ddd1..276446d025 100644 --- a/pvlib/spectrum/mismatch.py +++ b/pvlib/spectrum/mismatch.py @@ -52,8 +52,8 @@ def get_sample_sr(wavelength=None): def get_am15g(wavelength=None): ''' - Read the ASTM G173 AM1.5 global spectrum, optionally interpolated to the - specified wavelength(s). + Read the ASTM G173-03 AM1.5 global tilted spectrum, optionally interpolated + to the specified wavelength(s). Notes ----- @@ -72,11 +72,11 @@ def get_am15g(wavelength=None): if wavelength is not None: interpolator = interp1d(am15g.index, am15g, - kind='linear', - bounds_error=False, - fill_value=0.0, - copy=False, - assume_sorted=True) + kind='linear', + bounds_error=False, + fill_value=0.0, + copy=False, + assume_sorted=True) am15g = pd.Series(data=interpolator(wavelength), index=wavelength) @@ -84,3 +84,58 @@ def get_am15g(wavelength=None): am15g.name = 'am15g' return am15g + +def calc_spectral_mismatch(sr, e_sun, e_ref=None): + """ + Calculate the spectral mismatch under a given measured spectrum with + respect to a reference spectrum. + + Parameters + ---------- + sr: pandas.Series + The spectral response of one (photovoltaic) device. + e_sun: pandas.DataFrame or pandase.Series + One or more irradiance spectra. Usually a pandas.DataFrame with + wavelength as column index. A single spectrum may be given as a + pandas.Series having a wavelength index. + e_ref: pandas.Series, optional + The reference spectrum to use for the mismatch calculation. The default + is the ASTM G173-03 global tilted spectrum. + + Returns + ------- + smm: pandas.Series or float + + Notes + ----- + If the default reference spectrum is used, it is reindexed + to the wavelengths of the measured spectrum. + + If e_ref is provided as an argument, it is used without modification. + + The spectral response is always interpolated to the wavelengths of the + spectrum with which is it multiplied. + """ + # get the reference spectrum at wavelengths matching the measured spectra + if e_ref is None: + e_ref = get_am15g(wavelength=e_sun.T.index) + + # interpolate the sr at the wavelengths of the spectra + # reference spectrum wavelengths may differ if e_ref is from caller + sr_sun = np.interp(e_sun.T.index, sr.index, sr, left=0.0, right=0.0) + sr_ref = np.interp(e_ref.T.index, sr.index, sr, left=0.0, right=0.0) + + # a helper function to make usable fraction calculations more readable + integrate = lambda e: np.trapz(e, x=e.T.index, axis=-1) + + # calculate usable fractions + uf_sun = integrate(e_sun * sr_sun) / integrate(e_sun) + uf_ref = integrate(e_ref * sr_ref) / integrate(e_ref) + + # mismatch is the ratio or quotient of the usable fractions + smm = uf_sun / uf_ref + + if isinstance(e_sun, pd.DataFrame): + smm = pd.Series(smm, index=e_sun.index) + + return smm From 770480f5dc12354b3194d7b03bb2ea7bbcf5af0a Mon Sep 17 00:00:00 2001 From: Anton Driesse Date: Tue, 16 Aug 2022 11:53:57 +0200 Subject: [PATCH 05/16] Add tests and expand doc strings. --- pvlib/spectrum/mismatch.py | 45 +++++++++++++++------- pvlib/tests/test_spectrum.py | 73 ++++++++++++++++++++++++++++++++++-- 2 files changed, 101 insertions(+), 17 deletions(-) diff --git a/pvlib/spectrum/mismatch.py b/pvlib/spectrum/mismatch.py index 276446d025..a8e0516075 100644 --- a/pvlib/spectrum/mismatch.py +++ b/pvlib/spectrum/mismatch.py @@ -12,6 +12,12 @@ def get_sample_sr(wavelength=None): ''' Generate a generic smooth c-si spectral response for tests and experiments. + Parameters + ---------- + wavelength: 1-D sequence of numeric, optional + The wavelengths at which the sample sr should be interpolated. [nm] + By default the wavelengths are from 280 to 1200 in 5 nm intervals. + Notes ----- This sr is based on measurements taken on a reference cell. @@ -55,8 +61,17 @@ def get_am15g(wavelength=None): Read the ASTM G173-03 AM1.5 global tilted spectrum, optionally interpolated to the specified wavelength(s). + Parameters + ---------- + wavelength: 1-D sequence of numeric, optional + The wavelengths at which the spectrum should be interpolated. [nm] + By default the 2002 wavelengths of the standard are returned. + Notes ----- + This function uses linear interpolation. If the reference spectrum is too + coarsely interpolated, its integral may deviate from 1000.37 W/m2. + More information about reference spectra is found here: https://www.nrel.gov/grid/solar-resource/spectra-am1.5.html @@ -94,27 +109,31 @@ def calc_spectral_mismatch(sr, e_sun, e_ref=None): ---------- sr: pandas.Series The spectral response of one (photovoltaic) device. + The index of the Series must contain wavelength values in nm. e_sun: pandas.DataFrame or pandase.Series - One or more irradiance spectra. Usually a pandas.DataFrame with - wavelength as column index. A single spectrum may be given as a - pandas.Series having a wavelength index. + One or more measured irradiance spectra in a pandas.DataFrame + having wavelength in nm as column index. A single spectrum may be + be given as a pandas.Series having wavelength in nm as index. e_ref: pandas.Series, optional - The reference spectrum to use for the mismatch calculation. The default - is the ASTM G173-03 global tilted spectrum. + The reference spectrum to use for the mismatch calculation. + The index of the Series must contain wavelength values in nm. + The default is the ASTM G173-03 global tilted spectrum. Returns ------- - smm: pandas.Series or float + smm: pandas.Series or float if a single measured spectrum is provided. Notes ----- - If the default reference spectrum is used, it is reindexed - to the wavelengths of the measured spectrum. - - If e_ref is provided as an argument, it is used without modification. - - The spectral response is always interpolated to the wavelengths of the - spectrum with which is it multiplied. + If the default reference spectrum is used it is linearly interpolated + to the wavelengths of the measured spectrum. To achieve alternate + behavior e_ref can be transformed before calling this function and + provided as an argument. + + The spectral response is linearly interpolated to the wavelengths of the + spectrum with which is it multiplied internally (e_sun and e_ref). To + achieve alternate behavior the sr can be transformed before calling + this function. """ # get the reference spectrum at wavelengths matching the measured spectra if e_ref is None: diff --git a/pvlib/tests/test_spectrum.py b/pvlib/tests/test_spectrum.py index cfcd50d1fe..fe5917c350 100644 --- a/pvlib/tests/test_spectrum.py +++ b/pvlib/tests/test_spectrum.py @@ -1,13 +1,13 @@ import pytest -from numpy.testing import assert_allclose +from numpy.testing import assert_allclose, assert_approx_equal, assert_equal import pandas as pd import numpy as np from pvlib import spectrum +from pvlib.spectrum import mismatch from .conftest import DATA_DIR SPECTRL2_TEST_DATA = DATA_DIR / 'spectrl2_example_spectra.csv' - @pytest.fixture def spectrl2_data(): # reference spectra generated with solar_utils==0.3 @@ -34,9 +34,9 @@ def spectrl2_data(): 'aerosol_turbidity_500nm': 0.1, 'dayofyear': 75 } - df = pd.read_csv(SPECTRL2_TEST_DATA) + df = pd.read_csv(SPECTRL2_TEST_DATA, index_col=0) # convert um to nm - df['wavelength'] *= 1000 + df['wavelength'] = np.round(df['wavelength'] * 1000, 1) df[['specdif', 'specdir', 'specetr', 'specglo']] /= 1000 return kwargs, df @@ -106,3 +106,68 @@ def test_aoi_gt_90(spectrl2_data): for key in ['poa_direct', 'poa_global']: message = f'{key} contains negative values for aoi>90' assert np.all(spectra[key] >= 0), message + + +def test_get_sample_sr(): + # test that the sample sr is read and interpolated correctly + sr = mismatch.get_sample_sr() + assert_equal(len(sr), 185) + assert_equal(np.sum(sr.index), 136900) + assert_approx_equal(np.sum(sr), 107.6027) + + wavelength = [270, 850, 957, 1200, 4001] + expected = [0.0, 0.92732, 1.0, 0.0, 0.0] + + sr = mismatch.get_sample_sr(wavelength) + assert_equal(len(sr), len(wavelength)) + assert_allclose(sr, expected, rtol=1e-5) + + +def test_get_am15g(): + # test that the reference spectrum is read and interpolated correctly + e = mismatch.get_am15g() + assert_equal(len(e), 2002) + assert_equal(np.sum(e.index), 2761442) + assert_approx_equal(np.sum(e), 1002.88, significant=6) + + wavelength = [270, 850, 957, 1200, 4001] + expected = [0.0, 0.893720, 0.270670, 0.448250, 0.0] + + e = mismatch.get_am15g(wavelength) + assert_equal(len(e), len(wavelength)) + assert_allclose(e, expected, rtol=1e-6) + + +def test_calc_mismatch(spectrl2_data): + # test that the mismatch is calculated correctly with + # - default and custom reference sepctrum + # - single or multiple sun spectra + + # sample data + _, e_sun = spectrl2_data + e_sun = e_sun.set_index('wavelength') + e_sun = e_sun.transpose() + + e_ref = mismatch.get_am15g() + sr = mismatch.get_sample_sr() + + # test with single sun spectrum, same as ref spectrum + mm = mismatch.calc_spectral_mismatch(sr, e_sun=e_ref) + assert_approx_equal(mm, 1.0, significant=6) + + # test with single sun spectrum + mm = mismatch.calc_spectral_mismatch(sr, e_sun=e_sun.loc['specglo']) + assert_approx_equal(mm, 0.992393, significant=6) + + # test with single sun spectrum, also used as reference spectrum + mm = mismatch.calc_spectral_mismatch(sr, e_sun=e_sun.loc['specglo'], + e_ref=e_sun.loc['specglo']) + assert_approx_equal(mm, 1.0, significant=6) + + # test with multiple sun spectra + expected = [0.973016, 0.995571, 0.899784, 0.992393] + + mm = mismatch.calc_spectral_mismatch(sr, e_sun=e_sun) + assert mm.index is e_sun.index + assert_allclose(mm, expected, rtol=1e-6) + From ccd04fefad04489d040d68f48dd50631a86caca0 Mon Sep 17 00:00:00 2001 From: Anton Driesse Date: Tue, 16 Aug 2022 13:10:18 +0200 Subject: [PATCH 06/16] Update whatnew and placate Stickler. --- docs/sphinx/source/whatsnew/v0.9.2.rst | 6 +++++- pvlib/spectrum/mismatch.py | 6 +++++- pvlib/tests/test_spectrum.py | 6 +++--- 3 files changed, 13 insertions(+), 5 deletions(-) diff --git a/docs/sphinx/source/whatsnew/v0.9.2.rst b/docs/sphinx/source/whatsnew/v0.9.2.rst index 0bd50ab3f5..ca7e4189c9 100644 --- a/docs/sphinx/source/whatsnew/v0.9.2.rst +++ b/docs/sphinx/source/whatsnew/v0.9.2.rst @@ -17,6 +17,9 @@ Enhancements * Improve error message about uneven time intervals for :py:func:`~pvlib.clearsky.detect_clearsky` and :py:func:`~pvlib.temperature.prilliman` (:issue:`1476`, :pull:`1490`) +* New module and function to calculate spectral mismatch + :py:func:`~pvlib.spetrum.mismatch.calc_spectral_mismatch` + (:issue:`1523`, :pull:`1524`) Bug fixes ~~~~~~~~~ @@ -59,9 +62,10 @@ Contributors * Adam R. Jensen (:ghuser:`AdamRJensen`) * Naman Priyadarshi (:ghuser:`Naman-Priyadarshi`) * Chencheng Luo (:ghuser:`roger-lcc`) -* Prajwal Borkar (:ghuser:`PrajwalBorkar`) +* Prajwal Borkar (:ghuser:`PrajwalBorkar`) * Kevin Anderson (:ghuser:`kanderso-nrel`) * Cliff Hansen (:ghuser:`cwhanse`) * Jules Chéron (:ghuser:`jules-ch`) * Kurt Rhee (:ghuser:`kurt-rhee`) * Will Hobbs (:ghuser:`williamhobbs`) +* Anton Driesse (:ghuser:`adriesse`) diff --git a/pvlib/spectrum/mismatch.py b/pvlib/spectrum/mismatch.py index a8e0516075..a1ada37594 100644 --- a/pvlib/spectrum/mismatch.py +++ b/pvlib/spectrum/mismatch.py @@ -8,6 +8,7 @@ from scipy.interpolate import interp1d import os + def get_sample_sr(wavelength=None): ''' Generate a generic smooth c-si spectral response for tests and experiments. @@ -56,6 +57,7 @@ def get_sample_sr(wavelength=None): return sr + def get_am15g(wavelength=None): ''' Read the ASTM G173-03 AM1.5 global tilted spectrum, optionally interpolated @@ -100,6 +102,7 @@ def get_am15g(wavelength=None): return am15g + def calc_spectral_mismatch(sr, e_sun, e_ref=None): """ Calculate the spectral mismatch under a given measured spectrum with @@ -145,7 +148,8 @@ def calc_spectral_mismatch(sr, e_sun, e_ref=None): sr_ref = np.interp(e_ref.T.index, sr.index, sr, left=0.0, right=0.0) # a helper function to make usable fraction calculations more readable - integrate = lambda e: np.trapz(e, x=e.T.index, axis=-1) + def integrate(e): + return np.trapz(e, x=e.T.index, axis=-1) # calculate usable fractions uf_sun = integrate(e_sun * sr_sun) / integrate(e_sun) diff --git a/pvlib/tests/test_spectrum.py b/pvlib/tests/test_spectrum.py index fe5917c350..9bb7a21c4a 100644 --- a/pvlib/tests/test_spectrum.py +++ b/pvlib/tests/test_spectrum.py @@ -160,8 +160,9 @@ def test_calc_mismatch(spectrl2_data): assert_approx_equal(mm, 0.992393, significant=6) # test with single sun spectrum, also used as reference spectrum - mm = mismatch.calc_spectral_mismatch(sr, e_sun=e_sun.loc['specglo'], - e_ref=e_sun.loc['specglo']) + mm = mismatch.calc_spectral_mismatch(sr, + e_sun=e_sun.loc['specglo'], + e_ref=e_sun.loc['specglo']) assert_approx_equal(mm, 1.0, significant=6) # test with multiple sun spectra @@ -170,4 +171,3 @@ def test_calc_mismatch(spectrl2_data): mm = mismatch.calc_spectral_mismatch(sr, e_sun=e_sun) assert mm.index is e_sun.index assert_allclose(mm, expected, rtol=1e-6) - From 9ab0e4c811c9ba1f138788218b58c353cadd2f93 Mon Sep 17 00:00:00 2001 From: Anton Driesse Date: Wed, 17 Aug 2022 15:23:56 +0200 Subject: [PATCH 07/16] Change am15 file from xls to csv; doc string expansion and misc small changes. --- docs/sphinx/source/whatsnew/v0.9.2.rst | 2 +- pvlib/data/astm_g173_am15g.csv | 2003 ++++++++++++++++++++++++ pvlib/data/astmg173.xls | Bin 415232 -> 0 bytes pvlib/spectrum/mismatch.py | 97 +- pvlib/tests/test_spectrum.py | 14 +- 5 files changed, 2084 insertions(+), 32 deletions(-) create mode 100644 pvlib/data/astm_g173_am15g.csv delete mode 100644 pvlib/data/astmg173.xls diff --git a/docs/sphinx/source/whatsnew/v0.9.2.rst b/docs/sphinx/source/whatsnew/v0.9.2.rst index ca7e4189c9..370c870cdb 100644 --- a/docs/sphinx/source/whatsnew/v0.9.2.rst +++ b/docs/sphinx/source/whatsnew/v0.9.2.rst @@ -18,7 +18,7 @@ Enhancements :py:func:`~pvlib.clearsky.detect_clearsky` and :py:func:`~pvlib.temperature.prilliman` (:issue:`1476`, :pull:`1490`) * New module and function to calculate spectral mismatch - :py:func:`~pvlib.spetrum.mismatch.calc_spectral_mismatch` + :py:func:`~pvlib.spectrum.mismatch.calc_spectral_mismatch` (:issue:`1523`, :pull:`1524`) Bug fixes diff --git a/pvlib/data/astm_g173_am15g.csv b/pvlib/data/astm_g173_am15g.csv new file mode 100644 index 0000000000..cc831f63f4 --- /dev/null +++ b/pvlib/data/astm_g173_am15g.csv @@ -0,0 +1,2003 @@ +wavelength,am15g +280.0,4.7309e-23 +280.5,1.2307e-21 +281.0,5.6895e-21 +281.5,1.5662e-19 +282.0,1.1946e-18 +282.5,4.5436e-18 +283.0,1.8452e-17 +283.5,3.536e-17 +284.0,7.267e-16 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z_9FX`{m232AaV#fjAS53kfX>kDA M@%~Hym!JQC0VD Date: Fri, 19 Aug 2022 09:47:17 +0200 Subject: [PATCH 08/16] Adjust __init__.py and imports; sphynx references; whatsnew. --- .../reference/effects_on_pv_system_output.rst | 3 +++ docs/sphinx/source/whatsnew/v0.9.2.rst | 4 +++- pvlib/spectrum/__init__.py | 2 ++ pvlib/tests/test_spectrum.py | 22 +++++++++---------- 4 files changed, 19 insertions(+), 12 deletions(-) diff --git a/docs/sphinx/source/reference/effects_on_pv_system_output.rst b/docs/sphinx/source/reference/effects_on_pv_system_output.rst index 92efa946b4..f4448ecba6 100644 --- a/docs/sphinx/source/reference/effects_on_pv_system_output.rst +++ b/docs/sphinx/source/reference/effects_on_pv_system_output.rst @@ -48,3 +48,6 @@ Spectrum :toctree: generated/ spectrum.spectrl2 + spectrum.get_sample_sr + spectrum.get_am15g + spectrum.calc_spectral_mismatch diff --git a/docs/sphinx/source/whatsnew/v0.9.2.rst b/docs/sphinx/source/whatsnew/v0.9.2.rst index 370c870cdb..5dfef02b96 100644 --- a/docs/sphinx/source/whatsnew/v0.9.2.rst +++ b/docs/sphinx/source/whatsnew/v0.9.2.rst @@ -17,7 +17,9 @@ Enhancements * Improve error message about uneven time intervals for :py:func:`~pvlib.clearsky.detect_clearsky` and :py:func:`~pvlib.temperature.prilliman` (:issue:`1476`, :pull:`1490`) -* New module and function to calculate spectral mismatch +* Add support for `PEP517 `_ & `PEP518 `_ + with setuptools build backend. (:pull:`1495`) +* New module to calculate spectral mismatch :py:func:`~pvlib.spectrum.mismatch.calc_spectral_mismatch` (:issue:`1523`, :pull:`1524`) diff --git a/pvlib/spectrum/__init__.py b/pvlib/spectrum/__init__.py index 36b3503d13..1a287dfda2 100644 --- a/pvlib/spectrum/__init__.py +++ b/pvlib/spectrum/__init__.py @@ -1 +1,3 @@ from pvlib.spectrum.spectrl2 import spectrl2 # noqa: F401 +from pvlib.spectrum.mismatch import (get_sample_sr, get_am15g, + calc_spectral_mismatch) diff --git a/pvlib/tests/test_spectrum.py b/pvlib/tests/test_spectrum.py index 4dcb936751..806ff097f5 100644 --- a/pvlib/tests/test_spectrum.py +++ b/pvlib/tests/test_spectrum.py @@ -3,7 +3,7 @@ import pandas as pd import numpy as np from pvlib import spectrum -from pvlib.spectrum import mismatch + from .conftest import DATA_DIR SPECTRL2_TEST_DATA = DATA_DIR / 'spectrl2_example_spectra.csv' @@ -110,7 +110,7 @@ def test_aoi_gt_90(spectrl2_data): def test_get_sample_sr(): # test that the sample sr is read and interpolated correctly - sr = mismatch.get_sample_sr() + sr = spectrum.get_sample_sr() assert_equal(len(sr), 185) assert_equal(np.sum(sr.index), 136900) assert_approx_equal(np.sum(sr), 107.6116) @@ -118,14 +118,14 @@ def test_get_sample_sr(): wavelength = [270, 850, 950, 1200, 4001] expected = [0.0, 0.92778, 1.0, 0.0, 0.0] - sr = mismatch.get_sample_sr(wavelength) + sr = spectrum.get_sample_sr(wavelength) assert_equal(len(sr), len(wavelength)) assert_allclose(sr, expected, rtol=1e-5) def test_get_am15g(): # test that the reference spectrum is read and interpolated correctly - e = mismatch.get_am15g() + e = spectrum.get_am15g() assert_equal(len(e), 2002) assert_equal(np.sum(e.index), 2761442) assert_approx_equal(np.sum(e), 1002.88, significant=6) @@ -133,7 +133,7 @@ def test_get_am15g(): wavelength = [270, 850, 950, 1200, 4001] expected = [0.0, 0.893720, 0.147260, 0.448250, 0.0] - e = mismatch.get_am15g(wavelength) + e = spectrum.get_am15g(wavelength) assert_equal(len(e), len(wavelength)) assert_allclose(e, expected, rtol=1e-6) @@ -148,19 +148,19 @@ def test_calc_mismatch(spectrl2_data): e_sun = e_sun.set_index('wavelength') e_sun = e_sun.transpose() - e_ref = mismatch.get_am15g() - sr = mismatch.get_sample_sr() + e_ref = spectrum.get_am15g() + sr = spectrum.get_sample_sr() # test with single sun spectrum, same as ref spectrum - mm = mismatch.calc_spectral_mismatch(sr, e_sun=e_ref) + mm = spectrum.calc_spectral_mismatch(sr, e_sun=e_ref) assert_approx_equal(mm, 1.0, significant=6) # test with single sun spectrum - mm = mismatch.calc_spectral_mismatch(sr, e_sun=e_sun.loc['specglo']) + mm = spectrum.calc_spectral_mismatch(sr, e_sun=e_sun.loc['specglo']) assert_approx_equal(mm, 0.992397, significant=6) # test with single sun spectrum, also used as reference spectrum - mm = mismatch.calc_spectral_mismatch(sr, + mm = spectrum.calc_spectral_mismatch(sr, e_sun=e_sun.loc['specglo'], e_ref=e_sun.loc['specglo']) assert_approx_equal(mm, 1.0, significant=6) @@ -168,6 +168,6 @@ def test_calc_mismatch(spectrl2_data): # test with multiple sun spectra expected = [0.972982, 0.995581, 0.899782, 0.992397] - mm = mismatch.calc_spectral_mismatch(sr, e_sun=e_sun) + mm = spectrum.calc_spectral_mismatch(sr, e_sun=e_sun) assert mm.index is e_sun.index assert_allclose(mm, expected, rtol=1e-6) From 01ce23796e684a654d0e99643c9e83d47e9dc4b5 Mon Sep 17 00:00:00 2001 From: Anton Driesse Date: Sun, 28 Aug 2022 20:50:59 +0200 Subject: [PATCH 09/16] Undo whatsnew v0.9.2 --- docs/sphinx/source/whatsnew/v0.9.2.rst | 16 +++++++++------- 1 file changed, 9 insertions(+), 7 deletions(-) diff --git a/docs/sphinx/source/whatsnew/v0.9.2.rst b/docs/sphinx/source/whatsnew/v0.9.2.rst index 5dfef02b96..62d880db71 100644 --- a/docs/sphinx/source/whatsnew/v0.9.2.rst +++ b/docs/sphinx/source/whatsnew/v0.9.2.rst @@ -19,9 +19,6 @@ Enhancements (:issue:`1476`, :pull:`1490`) * Add support for `PEP517 `_ & `PEP518 `_ with setuptools build backend. (:pull:`1495`) -* New module to calculate spectral mismatch - :py:func:`~pvlib.spectrum.mismatch.calc_spectral_mismatch` - (:issue:`1523`, :pull:`1524`) Bug fixes ~~~~~~~~~ @@ -32,7 +29,14 @@ Bug fixes where passing localized timezones with large UTC offsets could return rise/set/transit times for the wrong day in recent versions of ``ephem`` (:issue:`1449`, :pull:`1448`) - +* :py:func:`pvlib.iotools.read_tmy3` is now able to accept midnight + timestamps as either 24:00 (which is the standard) as well as 00:00. + Previously 00:00 timestamps would incorrectly be moved one day forward. + (:pull:`1494`) +* :py:func:`pvlib.iotools.get_psm3` now raises a deprecation warning if + the `leap_day` parameter is not specified in a single-year request. + Starting in pvlib 0.11.0 `leap_day` will default to True instead of False. + (:issue:`1481`, :pull:`1511`) Testing ~~~~~~~ @@ -47,7 +51,6 @@ Documentation * Add gallery example of simulating rearside irradiance for a fixed-tilt array with pvfactors (:pull:`1470`) - Benchmarking ~~~~~~~~~~~~~ * Updated version of numba in asv.conf from 0.36.1 to 0.40.0 to solve numba/numpy conflict. (:issue:`1439`, :pull:`1440`) @@ -64,10 +67,9 @@ Contributors * Adam R. Jensen (:ghuser:`AdamRJensen`) * Naman Priyadarshi (:ghuser:`Naman-Priyadarshi`) * Chencheng Luo (:ghuser:`roger-lcc`) -* Prajwal Borkar (:ghuser:`PrajwalBorkar`) +* Prajwal Borkar (:ghuser:`PrajwalBorkar`) * Kevin Anderson (:ghuser:`kanderso-nrel`) * Cliff Hansen (:ghuser:`cwhanse`) * Jules Chéron (:ghuser:`jules-ch`) * Kurt Rhee (:ghuser:`kurt-rhee`) * Will Hobbs (:ghuser:`williamhobbs`) -* Anton Driesse (:ghuser:`adriesse`) From 28c2eec8405e5e69b4d34699903358f30d254d32 Mon Sep 17 00:00:00 2001 From: Anton Driesse Date: Fri, 2 Sep 2022 11:58:17 +0200 Subject: [PATCH 10/16] Resolve multiple issues from ongoing review. --- pvlib/data/astm_g173_am15g.csv | 2 +- pvlib/spectrum/__init__.py | 2 +- pvlib/spectrum/mismatch.py | 32 +++++++++++++++++++------------- pvlib/tests/test_spectrum.py | 8 ++++---- 4 files changed, 25 insertions(+), 19 deletions(-) diff --git a/pvlib/data/astm_g173_am15g.csv b/pvlib/data/astm_g173_am15g.csv index cc831f63f4..893c04dd30 100644 --- a/pvlib/data/astm_g173_am15g.csv +++ b/pvlib/data/astm_g173_am15g.csv @@ -1,4 +1,4 @@ -wavelength,am15g +wavelength [nm],am15g [(W/m^2)/nm] 280.0,4.7309e-23 280.5,1.2307e-21 281.0,5.6895e-21 diff --git a/pvlib/spectrum/__init__.py b/pvlib/spectrum/__init__.py index 1a287dfda2..20fa6b43da 100644 --- a/pvlib/spectrum/__init__.py +++ b/pvlib/spectrum/__init__.py @@ -1,3 +1,3 @@ from pvlib.spectrum.spectrl2 import spectrl2 # noqa: F401 -from pvlib.spectrum.mismatch import (get_sample_sr, get_am15g, +from pvlib.spectrum.mismatch import (get_example_spectral_response, get_am15g, calc_spectral_mismatch) diff --git a/pvlib/spectrum/mismatch.py b/pvlib/spectrum/mismatch.py index 684e355452..f4da5457e0 100644 --- a/pvlib/spectrum/mismatch.py +++ b/pvlib/spectrum/mismatch.py @@ -9,9 +9,9 @@ import os -def get_sample_sr(wavelength=None): +def get_example_spectral_response(wavelength=None): ''' - Generate a generic smooth c-Si spectral response for tests and experiments. + Generate a generic smooth spectral response (SR) for tests and experiments. Parameters ---------- @@ -26,17 +26,17 @@ def get_sample_sr(wavelength=None): Notes ----- - This spectral response is based on measurements taken on a reference cell. + This spectral response is based on measurements taken on a c-Si cell. The measured data points have been adjusted by PV Performance Labs so that standard cubic spline interpolation produces a curve without oscillations - as shown in [1]_. + as shown in [1]_, which makes it suitable for experimenting with spectral + data of different resolutions. References ---------- .. [1] Driesse, Anton, and Stein, Joshua. "Global Normal Spectral Irradiance in Albuquerque: a One-Year Open Dataset for PV Research". - United States 2020. https://doi.org/10.2172/1814068. - https://www.osti.gov/servlets/purl/1814068. + United States 2020. :doi:`10.2172/1814068`. ''' # Contributed by Anton Driesse (@adriesse), PV Performance Labs. Aug. 2022 @@ -78,6 +78,10 @@ def get_am15g(wavelength=None): Read the ASTM G173-03 AM1.5 global tilted spectrum, 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). + Parameters ---------- wavelength: 1-D sequence of numeric, optional @@ -87,13 +91,13 @@ def get_am15g(wavelength=None): Returns ------- am15g: pandas.Series - The AM1.5g standard spectrum indexed by wavelength in nm. [W/m^2/nm] + The AM1.5g standard spectrum indexed by wavelength in nm. [(W/m^2)/nm] Notes ----- - This function uses linear interpolation. If the reference spectrum is too - coarsely interpolated, its integral may deviate from the standard value - of 1000.37 W/m^2. + 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/m^2. The values in the data file provided with pvlib-python are copied from an Excel file distributed by NREL, which is found here: @@ -112,7 +116,7 @@ def get_am15g(wavelength=None): pvlib_path = pvlib.__path__[0] filepath = os.path.join(pvlib_path, 'data', 'astm_g173_am15g.csv') - am15g = pd.read_csv(filepath, index_col=0, squeeze=True) + am15g = pd.read_csv(filepath, index_col=0).squeeze() if wavelength is not None: interpolator = interp1d(am15g.index, am15g, @@ -140,11 +144,13 @@ def calc_spectral_mismatch(sr, e_sun, e_ref=None): sr: pandas.Series The relative spectral response of one (photovoltaic) test device. The index of the Series must contain wavelength values in nm. [-] + e_sun: pandas.DataFrame or pandas.Series One or more measured solar irradiance spectra in a pandas.DataFrame having wavelength in nm as column index. A single spectrum may be be given as a pandas.Series having wavelength in nm as index. [W/m^2/nm] + e_ref: pandas.Series, optional The reference spectrum to use for the mismatch calculation. The index of the Series must contain wavelength values in nm. @@ -178,10 +184,10 @@ def calc_spectral_mismatch(sr, e_sun, e_ref=None): ---------- .. [1] ASTM "E973-16 Standard Test Method for Determination of the Spectral Mismatch Parameter Between a Photovoltaic Device and a - Photovoltaic Reference Cell" + Photovoltaic Reference Cell" :doi:`10.1520/E0973-16R20` .. [2] ASTM "E973-10 Standard Test Method for Determination of the Spectral Mismatch Parameter Between a Photovoltaic Device and a - Photovoltaic Reference Cell" + Photovoltaic Reference Cell" :doi:`10.1520/E0973-10` .. [3] IEC 60904-7 "Computation of the spectral mismatch correction for measurements of photovoltaic devices" """ diff --git a/pvlib/tests/test_spectrum.py b/pvlib/tests/test_spectrum.py index 806ff097f5..90b3c0e545 100644 --- a/pvlib/tests/test_spectrum.py +++ b/pvlib/tests/test_spectrum.py @@ -108,9 +108,9 @@ def test_aoi_gt_90(spectrl2_data): assert np.all(spectra[key] >= 0), message -def test_get_sample_sr(): +def test_get_example_spectral_response(): # test that the sample sr is read and interpolated correctly - sr = spectrum.get_sample_sr() + sr = spectrum.get_example_spectral_response() assert_equal(len(sr), 185) assert_equal(np.sum(sr.index), 136900) assert_approx_equal(np.sum(sr), 107.6116) @@ -118,7 +118,7 @@ def test_get_sample_sr(): wavelength = [270, 850, 950, 1200, 4001] expected = [0.0, 0.92778, 1.0, 0.0, 0.0] - sr = spectrum.get_sample_sr(wavelength) + sr = spectrum.get_example_spectral_response(wavelength) assert_equal(len(sr), len(wavelength)) assert_allclose(sr, expected, rtol=1e-5) @@ -149,7 +149,7 @@ def test_calc_mismatch(spectrl2_data): e_sun = e_sun.transpose() e_ref = spectrum.get_am15g() - sr = spectrum.get_sample_sr() + sr = spectrum.get_example_spectral_response() # test with single sun spectrum, same as ref spectrum mm = spectrum.calc_spectral_mismatch(sr, e_sun=e_ref) From 35276c292167f0e02360c5001150ca00754a31b1 Mon Sep 17 00:00:00 2001 From: Anton Driesse Date: Sat, 3 Sep 2022 15:34:21 +0200 Subject: [PATCH 11/16] Make many improvements based on reviews. --- .../reference/effects_on_pv_system_output.rst | 4 +-- docs/sphinx/source/whatsnew/v0.9.3.rst | 8 ++++++ pvlib/spectrum/mismatch.py | 26 ++++++++++--------- pvlib/tests/test_spectrum.py | 10 +++---- 4 files changed, 29 insertions(+), 19 deletions(-) diff --git a/docs/sphinx/source/reference/effects_on_pv_system_output.rst b/docs/sphinx/source/reference/effects_on_pv_system_output.rst index f4448ecba6..39a17b549e 100644 --- a/docs/sphinx/source/reference/effects_on_pv_system_output.rst +++ b/docs/sphinx/source/reference/effects_on_pv_system_output.rst @@ -48,6 +48,6 @@ Spectrum :toctree: generated/ spectrum.spectrl2 - spectrum.get_sample_sr + spectrum.get_example_spectral_response spectrum.get_am15g - spectrum.calc_spectral_mismatch + spectrum.calc_spectral_mismatch_field diff --git a/docs/sphinx/source/whatsnew/v0.9.3.rst b/docs/sphinx/source/whatsnew/v0.9.3.rst index 2f3c643d05..f05393bb2a 100644 --- a/docs/sphinx/source/whatsnew/v0.9.3.rst +++ b/docs/sphinx/source/whatsnew/v0.9.3.rst @@ -12,6 +12,9 @@ Enhancements * Low resolution altitude lookup map :py:func:`~pvlib.location.lookup_altitude` (:issue:`1516`, :pull:`1518`) +* New module to calculate spectral mismatch + :py:func:`~pvlib.spectrum.mismatch.calc_spectral_mismatch_field` + (:issue:`1523`, :pull:`1524`) Bug fixes ~~~~~~~~~ @@ -37,3 +40,8 @@ Contributors ~~~~~~~~~~~~ * João Guilherme (:ghuser:`joaoguilhermeS`) * Nicolas Martinez (:ghuser:`nicomt`) +* Anton Driesse (:ghuser:`adriesse`) +* Cliff Hansen (:ghuser:`cwhanse`) +* Kevin Anderson (:ghuser:`kanderso-nrel`) +* Mark Campanelli (:ghuser:`markcampanelli`) +* Adam R. Jensen (:ghuser:`AdamRJensen`) diff --git a/pvlib/spectrum/mismatch.py b/pvlib/spectrum/mismatch.py index f4da5457e0..bde28b03e7 100644 --- a/pvlib/spectrum/mismatch.py +++ b/pvlib/spectrum/mismatch.py @@ -16,20 +16,21 @@ def get_example_spectral_response(wavelength=None): Parameters ---------- wavelength: 1-D sequence of numeric, optional - Wavelengths at which the spectral response should be interpolated. - By default the wavelengths are from 280 to 1200 in 5 nm intervals. [nm] + Wavelengths at which spectral response values are generated. + By default ``wavelength`` is from 280 to 1200 in 5 nm intervals. [nm] Returns ------- sr: pandas.Series - The relative spectral response indexed by wavelength in nm. [-] + The relative spectral response indexed by ``wavelength`` in nm. [-] Notes ----- This spectral response is based on measurements taken on a c-Si cell. - The measured data points have been adjusted by PV Performance Labs so that - standard cubic spline interpolation produces a curve without oscillations - as shown in [1]_, which makes it suitable for experimenting with spectral + A small number of points near the measured curve are used to define + a cubic spline having no undue oscillations, as shown in [1]_. The spline + can be interpolated at arbitrary wavelengths to produce a continuous, + smooth curve , which makes it suitable for experimenting with spectral data of different resolutions. References @@ -85,13 +86,13 @@ def get_am15g(wavelength=None): Parameters ---------- wavelength: 1-D sequence of numeric, optional - The wavelengths at which the spectrum should be interpolated. + 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 in nm. [(W/m^2)/nm] + The AM1.5g standard spectrum indexed by ``wavelength``. [(W/m^2)/nm] Notes ----- @@ -134,7 +135,7 @@ def get_am15g(wavelength=None): return am15g -def calc_spectral_mismatch(sr, e_sun, e_ref=None): +def calc_spectral_mismatch_field(sr, e_sun, e_ref=None): """ Calculate spectral mismatch between a test device and broadband reference device under specified solar spectral irradiance conditions. @@ -163,9 +164,10 @@ def calc_spectral_mismatch(sr, e_sun, e_ref=None): Notes ----- If the default reference spectrum is used it is linearly interpolated - to the wavelengths of the measured spectrum. To achieve alternate - behavior e_ref can be transformed before calling this function and - provided as an argument. + to the wavelengths of the measured spectrum, but if a reference spectrum + is provided via the parameter ``e_ref`` it is used without change. This + makes it possible to avoid interpolation, or to use a different method of + interpolation. The spectral response is linearly interpolated to the wavelengths of the spectrum with which is it multiplied internally (e_sun and e_ref). To diff --git a/pvlib/tests/test_spectrum.py b/pvlib/tests/test_spectrum.py index 90b3c0e545..07e620c868 100644 --- a/pvlib/tests/test_spectrum.py +++ b/pvlib/tests/test_spectrum.py @@ -138,7 +138,7 @@ def test_get_am15g(): assert_allclose(e, expected, rtol=1e-6) -def test_calc_mismatch(spectrl2_data): +def test_calc_spectral_mismatch_field(spectrl2_data): # test that the mismatch is calculated correctly with # - default and custom reference sepctrum # - single or multiple sun spectra @@ -152,15 +152,15 @@ def test_calc_mismatch(spectrl2_data): sr = spectrum.get_example_spectral_response() # test with single sun spectrum, same as ref spectrum - mm = spectrum.calc_spectral_mismatch(sr, e_sun=e_ref) + mm = spectrum.calc_spectral_mismatch_field(sr, e_sun=e_ref) assert_approx_equal(mm, 1.0, significant=6) # test with single sun spectrum - mm = spectrum.calc_spectral_mismatch(sr, e_sun=e_sun.loc['specglo']) + mm = spectrum.calc_spectral_mismatch_field(sr, e_sun=e_sun.loc['specglo']) assert_approx_equal(mm, 0.992397, significant=6) # test with single sun spectrum, also used as reference spectrum - mm = spectrum.calc_spectral_mismatch(sr, + mm = spectrum.calc_spectral_mismatch_field(sr, e_sun=e_sun.loc['specglo'], e_ref=e_sun.loc['specglo']) assert_approx_equal(mm, 1.0, significant=6) @@ -168,6 +168,6 @@ def test_calc_mismatch(spectrl2_data): # test with multiple sun spectra expected = [0.972982, 0.995581, 0.899782, 0.992397] - mm = spectrum.calc_spectral_mismatch(sr, e_sun=e_sun) + mm = spectrum.calc_spectral_mismatch_field(sr, e_sun=e_sun) assert mm.index is e_sun.index assert_allclose(mm, expected, rtol=1e-6) From 0312e6db5308f20179dd5ecbc1cc48e6e0e00659 Mon Sep 17 00:00:00 2001 From: Anton Driesse Date: Sat, 3 Sep 2022 15:41:07 +0200 Subject: [PATCH 12/16] Fix indentation and __init__.py --- pvlib/spectrum/__init__.py | 2 +- pvlib/tests/test_spectrum.py | 4 ++-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/pvlib/spectrum/__init__.py b/pvlib/spectrum/__init__.py index 20fa6b43da..b3d838acfe 100644 --- a/pvlib/spectrum/__init__.py +++ b/pvlib/spectrum/__init__.py @@ -1,3 +1,3 @@ from pvlib.spectrum.spectrl2 import spectrl2 # noqa: F401 from pvlib.spectrum.mismatch import (get_example_spectral_response, get_am15g, - calc_spectral_mismatch) + calc_spectral_mismatch_field) diff --git a/pvlib/tests/test_spectrum.py b/pvlib/tests/test_spectrum.py index 07e620c868..80b53d2af3 100644 --- a/pvlib/tests/test_spectrum.py +++ b/pvlib/tests/test_spectrum.py @@ -161,8 +161,8 @@ def test_calc_spectral_mismatch_field(spectrl2_data): # test with single sun spectrum, also used as reference spectrum mm = spectrum.calc_spectral_mismatch_field(sr, - e_sun=e_sun.loc['specglo'], - e_ref=e_sun.loc['specglo']) + e_sun=e_sun.loc['specglo'], + e_ref=e_sun.loc['specglo']) assert_approx_equal(mm, 1.0, significant=6) # test with multiple sun spectra From 5cdb0fa6feb463400fb37ceeccf8de94d4a66b12 Mon Sep 17 00:00:00 2001 From: Anton Driesse Date: Sat, 3 Sep 2022 16:26:51 +0200 Subject: [PATCH 13/16] Polish docstrings some more. --- pvlib/spectrum/mismatch.py | 31 +++++++++++++++++-------------- 1 file changed, 17 insertions(+), 14 deletions(-) diff --git a/pvlib/spectrum/mismatch.py b/pvlib/spectrum/mismatch.py index bde28b03e7..f77f39331b 100644 --- a/pvlib/spectrum/mismatch.py +++ b/pvlib/spectrum/mismatch.py @@ -96,9 +96,10 @@ def get_am15g(wavelength=None): Notes ----- - 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/m^2. + 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/m^2. The values in the data file provided with pvlib-python are copied from an Excel file distributed by NREL, which is found here: @@ -150,12 +151,12 @@ def calc_spectral_mismatch_field(sr, e_sun, e_ref=None): One or more measured solar irradiance spectra in a pandas.DataFrame having wavelength in nm as column index. A single spectrum may be be given as a pandas.Series having wavelength in nm as index. - [W/m^2/nm] + [(W/m^2)/nm] e_ref: pandas.Series, optional The reference spectrum to use for the mismatch calculation. The index of the Series must contain wavelength values in nm. - The default is the ASTM G173-03 global tilted spectrum. [W/m^2/nm] + The default is the ASTM G173-03 global tilted spectrum. [(W/m^2)/nm] Returns ------- @@ -169,18 +170,20 @@ def calc_spectral_mismatch_field(sr, e_sun, e_ref=None): makes it possible to avoid interpolation, or to use a different method of interpolation. - The spectral response is linearly interpolated to the wavelengths of the - spectrum with which is it multiplied internally (e_sun and e_ref). To - achieve alternate behavior the spectral response can be transformed - before calling this function. + The spectral response is linearly interpolated to the wavelengths of each + spectrum with which is it multiplied internally (``e_sun`` and ``e_ref``). + If the wavelengths of the spectral response already match one or both + of these spectra interpolation has no effect; therefore, another type of + interpolation could be used to process ``sr`` before calling this function. The standards describing mismatch calculations focus on indoor laboratory applications, but are applicable to outdoor performance as well. - The most recent version of ASTM E973 [1]_ is somewhat more difficult to - read because it includes adjustments for temperature dependency of the - spectral response, which led to a formulation using quantum efficiency - (QE). IEC 60904-7 is clearer and also discusses the use of a - broadband reference device. + The 2016 version of ASTM E973 [1]_ is somewhat more difficult to + read than the 2010 version [2]_ because it includes adjustments for + the temperature dependency of spectral response, which led to a + formulation using quantum efficiency (QE). + IEC 60904-7 is clearer and also discusses the use of a broadband + reference device. [3]_ References ---------- From db274868a647daaff26295396dda1e78e44ca44e Mon Sep 17 00:00:00 2001 From: Anton Driesse Date: Sat, 3 Sep 2022 19:55:20 +0200 Subject: [PATCH 14/16] Add explanation of truncation strategy. --- pvlib/spectrum/mismatch.py | 10 +++++++++- 1 file changed, 9 insertions(+), 1 deletion(-) diff --git a/pvlib/spectrum/mismatch.py b/pvlib/spectrum/mismatch.py index f77f39331b..e8b5009144 100644 --- a/pvlib/spectrum/mismatch.py +++ b/pvlib/spectrum/mismatch.py @@ -164,11 +164,19 @@ def calc_spectral_mismatch_field(sr, e_sun, e_ref=None): Notes ----- + Measured solar spectral irradiance usually covers a wavelength range + that is smaller than the range considered as broadband irradiance. + The infrared limit for the former typically lies around 1100 or 1600 nm, + whereas the latter extends to around 2800 or 4000 nm. To avoid a mismatch + between the magnitudes of the integrated spectra (the broadband values) + this function truncates the reference spectrum to the same range as the + measured (or simulated) field spectra. + If the default reference spectrum is used it is linearly interpolated to the wavelengths of the measured spectrum, but if a reference spectrum is provided via the parameter ``e_ref`` it is used without change. This makes it possible to avoid interpolation, or to use a different method of - interpolation. + interpolation, or to avoid truncation. The spectral response is linearly interpolated to the wavelengths of each spectrum with which is it multiplied internally (``e_sun`` and ``e_ref``). From 42d369e8f7d0a25fa6f7ffd800e041b6ebe5ff04 Mon Sep 17 00:00:00 2001 From: Anton Driesse Date: Mon, 12 Sep 2022 10:40:37 +0200 Subject: [PATCH 15/16] Final touches. --- docs/sphinx/source/whatsnew/v0.9.3.rst | 4 +++- pvlib/spectrum/mismatch.py | 12 +++++++----- 2 files changed, 10 insertions(+), 6 deletions(-) diff --git a/docs/sphinx/source/whatsnew/v0.9.3.rst b/docs/sphinx/source/whatsnew/v0.9.3.rst index f05393bb2a..03b26cec55 100644 --- a/docs/sphinx/source/whatsnew/v0.9.3.rst +++ b/docs/sphinx/source/whatsnew/v0.9.3.rst @@ -12,7 +12,9 @@ Enhancements * Low resolution altitude lookup map :py:func:`~pvlib.location.lookup_altitude` (:issue:`1516`, :pull:`1518`) -* New module to calculate spectral mismatch +* New module to calculate spectral mismatch from field spectral measurements + :py:func:`~pvlib.spectrum.mismatch.get_example_spectral_response` + :py:func:`~pvlib.spectrum.mismatch.get_am15g` :py:func:`~pvlib.spectrum.mismatch.calc_spectral_mismatch_field` (:issue:`1523`, :pull:`1524`) diff --git a/pvlib/spectrum/mismatch.py b/pvlib/spectrum/mismatch.py index e8b5009144..634c4a0ded 100644 --- a/pvlib/spectrum/mismatch.py +++ b/pvlib/spectrum/mismatch.py @@ -21,7 +21,7 @@ def get_example_spectral_response(wavelength=None): Returns ------- - sr: pandas.Series + spectral_response : pandas.Series The relative spectral response indexed by ``wavelength`` in nm. [-] Notes @@ -69,19 +69,21 @@ def get_example_spectral_response(wavelength=None): sr = pd.Series(data=interpolator(wavelength), index=wavelength) sr.index.name = 'wavelength' - sr.name = 'sr' + sr.name = 'spectral_response' return sr def get_am15g(wavelength=None): ''' - Read the ASTM G173-03 AM1.5 global tilted spectrum, optionally interpolated - to the specified wavelength(s). + 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). + 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 ---------- From 270d2bac466f3b8c1526b81e4c16414c2ae974ca Mon Sep 17 00:00:00 2001 From: Anton Driesse Date: Mon, 12 Sep 2022 14:10:40 +0200 Subject: [PATCH 16/16] Expand explanation for truncation --- pvlib/spectrum/mismatch.py | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/pvlib/spectrum/mismatch.py b/pvlib/spectrum/mismatch.py index 634c4a0ded..5db4649ddd 100644 --- a/pvlib/spectrum/mismatch.py +++ b/pvlib/spectrum/mismatch.py @@ -169,10 +169,13 @@ def calc_spectral_mismatch_field(sr, e_sun, e_ref=None): Measured solar spectral irradiance usually covers a wavelength range that is smaller than the range considered as broadband irradiance. The infrared limit for the former typically lies around 1100 or 1600 nm, - whereas the latter extends to around 2800 or 4000 nm. To avoid a mismatch + whereas the latter extends to around 2800 or 4000 nm. To avoid imbalance between the magnitudes of the integrated spectra (the broadband values) this function truncates the reference spectrum to the same range as the - measured (or simulated) field spectra. + measured (or simulated) field spectra. The assumption implicit in this + truncation is that the energy in the unmeasured wavelength range + is the same fraction of the broadband energy for both the measured + spectra and the reference spectrum. If the default reference spectrum is used it is linearly interpolated to the wavelengths of the measured spectrum, but if a reference spectrum