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.. _spectrum_user_guide: | ||
.. currentmodule:: pvlib.spectrum | ||
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Spectrum | ||
======== | ||
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The spectrum functionality of pvlib-python includes simulating clear sky | ||
spectral irradiance curves, calculating the spectral mismatch factor for | ||
a range of single-junction PV cell technologies, and other calculations | ||
such as converting between spectral response and EQE, and computing average | ||
photon energy values from spectral irradiance data. | ||
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This user guide page summarizes some of pvlib-python's spectrum-related | ||
capabilities, starting with a summary of spectral mismatch estimation models | ||
available in pvlib-python. | ||
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Spectral mismatch models | ||
------------------------ | ||
The spectral mismatch factor is the ratio of a PV device's response under a | ||
given spectrum to its response under a reference spectrum, typically the | ||
AM1.5G spectrum. It represents the relative difference in the performance of | ||
a PV device under a spectrum different from the reference spectrum, and can be | ||
used to correct the measured power output of a PV system for spectral effects. | ||
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pvlib-python contains several models to estimate the spectral mismatch factor | ||
using atmospheric variables such as air mass, or calculate it exactly using | ||
system and meteorological data such as spectral response and spectral | ||
irradiance. Examples demonstrating the application of several spectral | ||
mismatch models using pvlib-python are also available: | ||
:ref:`sphx_glr_gallery_spectrum_spectral_factor.py` and Reference [1]_, the | ||
latter of which also contains downloadable spectral response and spectral | ||
irradiance data. | ||
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On this page, a comparison of spectral mismatch estimation models available in | ||
pvlib-python is presented. An extended review of a wider range of models | ||
available in the published literature may be found in Reference [2]_. | ||
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The table below summarizes the models currently available in pvlib, their | ||
required inputs, cell technologies for which model coefficients have been | ||
published, and references. Note that while most models are validated for | ||
specific cell technologies, the Sandia Array Performance Model (SAPM) is | ||
validated for a range of commercial modules. | ||
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+-----------------------------------------------------+-----------------------------+---------+---------+------+------+------+------------+-----------+ | ||
| Model | Inputs | Default parameter availability | Reference | | ||
+ + +---------+---------+------+------+------+------------+ + | ||
| | | mono-Si | poly-Si | CdTe | CIGS | a-Si | perovskite | | | ||
+=====================================================+=============================+=========+=========+======+======+======+============+===========+ | ||
| :py:func:`Caballero <spectral_factor_caballero>` | :term:`airmass_absolute`, | | | | | | | | | ||
| +-----------------------------+ | | | | | | | | ||
| |:term:`precipitable_water`, | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | [2]_ | | ||
| +-----------------------------+ | | | | | | | | ||
| | :term:`aod` | | | | | | | | | ||
+-----------------------------------------------------+-----------------------------+---------+---------+------+------+------+------------+-----------+ | ||
| :py:func:`First Solar <spectral_factor_firstsolar>` | :term:`airmass_absolute`, | | | | | | | | | ||
| +-----------------------------+ | ✓ | ✓ | | | | [3]_ | | ||
| | :term:`precipitable_water` | | | | | | | | | ||
+-----------------------------------------------------+-----------------------------+---------+---------+------+------+------+------------+-----------+ | ||
| :py:func:`JRC <spectral_factor_jrc>` | :term:`airmass_relative`, | | | | | | | | | ||
| +-----------------------------+ | ✓ | ✓ | | | + [4]_ | | ||
| | :term:`clearsky_index` | | | | | | | | | ||
+-----------------------------------------------------+-----------------------------+---------+---------+------+------+------+------------+-----------+ | ||
| :py:func:`PVSPEC <spectral_factor_pvspec>` | :term:`airmass_absolute`, | | | | | | | | | ||
| +-----------------------------+ ✓ | ✓ | ✓ | ✓ | ✓ | | [5]_ | | ||
| | :term:`clearsky_index` | | | | | | | | | ||
+-----------------------------------------------------+-----------------------------+---------+---------+------+------+------+------------+-----------+ | ||
| :py:func:`SAPM <spectral_factor_sapm>` | :term:`airmass_absolute` | | | | | | | [6]_ | | ||
+-----------------------------------------------------+-----------------------------+---------+---------+------+------+------+------------+-----------+ | ||
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References | ||
---------- | ||
.. [1] A. Driesse, J. S. Stein, and M. Theristis, "Global horizontal spectral | ||
irradiance and module spectral response measurements: an open dataset | ||
for PV research Sandia National Laboratories, ALbuquerque, NM, USA, Rep. | ||
SAND2023-02045, 2023. Available: | ||
https://datahub.duramat.org/dataset/module-sr-library | ||
.. [2] R. Daxini and Y. Wu, "Review of methods to account for the solar | ||
spectral influence on photovoltaic device performance," Energy, | ||
vol. 286, p. 129461, Jan. 2024. :doi:`10.1016/j.energy.2023.129461` | ||
.. [3] J. A. Caballero, E. Fernández, M. Theristis, F. Almonacid, and | ||
G. Nofuentes, "Spectral Corrections Based on Air Mass, Aerosol Optical | ||
Depth and Precipitable Water for PV Performance Modeling," IEEE Journal | ||
of Photovoltaics, vol. 8, no. 2, pp. 552–558, Mar. 2018. | ||
:doi:`10.1109/JPHOTOV.2017.2787019` | ||
.. [4] S. Pelland, J. Remund, and J. Kleissl, "Development and Testing of the | ||
PVSPEC Model of Photovoltaic Spectral Mismatch Factor," in Proc. 2020 | ||
IEEE 47th Photovoltaic Specialists Conference (PVSC), Calgary, AB, | ||
Canada, 2020, pp. 1–6. :doi:`10.1109/PVSC45281.2020.9300932` | ||
.. [5] D. L. King, W. E. Boyson, and J. A. Kratochvil, Photovoltaic Array | ||
Performance Model, Sandia National Laboratories, Albuquerque, NM, USA, | ||
Tech. Rep. SAND2004-3535, Aug. 2004. :doi:`10.2172/919131` | ||
.. [6] M. Lee and A. Panchula, "Spectral Correction for Photovoltaic Module | ||
Performance Based on Air Mass and Precipitable Water," 2016 IEEE 43rd | ||
Photovoltaic Specialists Conference (PVSC), Portland, OR, USA, 2016, | ||
pp. 3696-3699. :doi:`10.1109/PVSC.2016.7749836` | ||
.. [7] H. Thomas, S. Tony, and D. Ewan, “A Simple Model for Estimating the | ||
Influence of Spectrum Variations on PV Performance,” pp. 3385–3389, Nov. | ||
2009, :doi:`10.4229/24THEUPVSEC2009-4AV.3.27` | ||
.. [8] IEC 60904-7:2019, Photovoltaic devices — Part 7: Computation of the | ||
spectral mismatch correction for measurements of photovoltaic devices, | ||
International Electrotechnical Commission, Geneva, Switzerland, 2019. |
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