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Experimental Application of Methods to Compute Solar Irradiance and Cell Temperature of Photovoltaic Modules

Solar irradiance and cell temperature are the most significant aspects when assessing the production of a photovoltaic system. To avoid the need of specific sensors for quantifying such parameters, recent literature presents methods to estimate them through electrical measurements, using the photovo...

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Autores principales: Abe, Caio Felippe, Dias, João Batista, Notton, Gilles, Faggianelli, Ghjuvan Antone
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7249339/
https://www.ncbi.nlm.nih.gov/pubmed/32354023
http://dx.doi.org/10.3390/s20092490
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author Abe, Caio Felippe
Dias, João Batista
Notton, Gilles
Faggianelli, Ghjuvan Antone
author_facet Abe, Caio Felippe
Dias, João Batista
Notton, Gilles
Faggianelli, Ghjuvan Antone
author_sort Abe, Caio Felippe
collection PubMed
description Solar irradiance and cell temperature are the most significant aspects when assessing the production of a photovoltaic system. To avoid the need of specific sensors for quantifying such parameters, recent literature presents methods to estimate them through electrical measurements, using the photovoltaic module itself as a sensor. This work presents an application of such methods to data recorded using a research platform at University of Corsica, in France. The methods and the platform are briefly presented and the results are shown and discussed in terms of normalized mean absolute errors (nMAE) and root mean square errors (nRMSE) for various irradiance and cell temperature levels. The nMAE (and nRMSE) for solar irradiance are respectively between 3.5% and 3.9% (4.2% and 4.7%). Such errors on computed irradiance are in the same order of magnitude as those found in the literature, with a simple implementation. For cell temperatures estimation, the nMAE and nRMSE were found to be in the range 3.4%–8.2% and 4.3%–10.7%. These results show that using such methods could provide an estimation for the values of irradiance and cell temperature, even if the modules are not new and are not regularly cleaned, but of course not partially shaded.
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spelling pubmed-72493392020-06-10 Experimental Application of Methods to Compute Solar Irradiance and Cell Temperature of Photovoltaic Modules Abe, Caio Felippe Dias, João Batista Notton, Gilles Faggianelli, Ghjuvan Antone Sensors (Basel) Article Solar irradiance and cell temperature are the most significant aspects when assessing the production of a photovoltaic system. To avoid the need of specific sensors for quantifying such parameters, recent literature presents methods to estimate them through electrical measurements, using the photovoltaic module itself as a sensor. This work presents an application of such methods to data recorded using a research platform at University of Corsica, in France. The methods and the platform are briefly presented and the results are shown and discussed in terms of normalized mean absolute errors (nMAE) and root mean square errors (nRMSE) for various irradiance and cell temperature levels. The nMAE (and nRMSE) for solar irradiance are respectively between 3.5% and 3.9% (4.2% and 4.7%). Such errors on computed irradiance are in the same order of magnitude as those found in the literature, with a simple implementation. For cell temperatures estimation, the nMAE and nRMSE were found to be in the range 3.4%–8.2% and 4.3%–10.7%. These results show that using such methods could provide an estimation for the values of irradiance and cell temperature, even if the modules are not new and are not regularly cleaned, but of course not partially shaded. MDPI 2020-04-28 /pmc/articles/PMC7249339/ /pubmed/32354023 http://dx.doi.org/10.3390/s20092490 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Abe, Caio Felippe
Dias, João Batista
Notton, Gilles
Faggianelli, Ghjuvan Antone
Experimental Application of Methods to Compute Solar Irradiance and Cell Temperature of Photovoltaic Modules
title Experimental Application of Methods to Compute Solar Irradiance and Cell Temperature of Photovoltaic Modules
title_full Experimental Application of Methods to Compute Solar Irradiance and Cell Temperature of Photovoltaic Modules
title_fullStr Experimental Application of Methods to Compute Solar Irradiance and Cell Temperature of Photovoltaic Modules
title_full_unstemmed Experimental Application of Methods to Compute Solar Irradiance and Cell Temperature of Photovoltaic Modules
title_short Experimental Application of Methods to Compute Solar Irradiance and Cell Temperature of Photovoltaic Modules
title_sort experimental application of methods to compute solar irradiance and cell temperature of photovoltaic modules
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7249339/
https://www.ncbi.nlm.nih.gov/pubmed/32354023
http://dx.doi.org/10.3390/s20092490
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