Cargando…

Evaluation of different models for validating of photovoltaic cell temperature under semi-arid conditions

Photovoltaic (PV) solar energy enables direct production of electricity. The photovoltaic effect produced in the solar cells converts light energy from the sun's rays into electricity. Some of the solar radiation absorbed by a PV module is not converted into electricity but takes the form of an...

Descripción completa

Detalles Bibliográficos
Autores principales: Lamaamar, Ibtissam, Tilioua, Amine, Ben Zaid, Zaineb, Babaoui, Abdelhak, Ettakni, Mahmoud, Hamdi Alaoui, Moulay Ahmed
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8646990/
https://www.ncbi.nlm.nih.gov/pubmed/34926861
http://dx.doi.org/10.1016/j.heliyon.2021.e08534
_version_ 1784610532585635840
author Lamaamar, Ibtissam
Tilioua, Amine
Ben Zaid, Zaineb
Babaoui, Abdelhak
Ettakni, Mahmoud
Hamdi Alaoui, Moulay Ahmed
author_facet Lamaamar, Ibtissam
Tilioua, Amine
Ben Zaid, Zaineb
Babaoui, Abdelhak
Ettakni, Mahmoud
Hamdi Alaoui, Moulay Ahmed
author_sort Lamaamar, Ibtissam
collection PubMed
description Photovoltaic (PV) solar energy enables direct production of electricity. The photovoltaic effect produced in the solar cells converts light energy from the sun's rays into electricity. Some of the solar radiation absorbed by a PV module is not converted into electricity but takes the form of an increase in the temperature of the module, reducing its electrical efficiency. The operating temperature of PV modules generally affects the performance of the PV system; performance also depends on numerous variables such as ambient temperature, wind speed, wind direction, total irradiance, dust accumulating on the PV module face and relative humidity. In this study different models for predicting the operating temperature of PV modules have been investigated. The models' relevance to PV module technology and climatic conditions in Errachidia city (coordinates: 31° 55′ 55″ north, 4° 25′ 28″ west) in the Drâa Tafilalet region was examined. The models that factor in wind data predict PV cell temperature better than the standard approach which does not include wind data. The models' accuracy was estimated based on R(2) and RMSE values. A model is more accurate the higher the R(2) is and the lower the RMSE is. In addition, we noticed that the models investigated are more accurate for a short time period during the day.
format Online
Article
Text
id pubmed-8646990
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Elsevier
record_format MEDLINE/PubMed
spelling pubmed-86469902021-12-17 Evaluation of different models for validating of photovoltaic cell temperature under semi-arid conditions Lamaamar, Ibtissam Tilioua, Amine Ben Zaid, Zaineb Babaoui, Abdelhak Ettakni, Mahmoud Hamdi Alaoui, Moulay Ahmed Heliyon Research Article Photovoltaic (PV) solar energy enables direct production of electricity. The photovoltaic effect produced in the solar cells converts light energy from the sun's rays into electricity. Some of the solar radiation absorbed by a PV module is not converted into electricity but takes the form of an increase in the temperature of the module, reducing its electrical efficiency. The operating temperature of PV modules generally affects the performance of the PV system; performance also depends on numerous variables such as ambient temperature, wind speed, wind direction, total irradiance, dust accumulating on the PV module face and relative humidity. In this study different models for predicting the operating temperature of PV modules have been investigated. The models' relevance to PV module technology and climatic conditions in Errachidia city (coordinates: 31° 55′ 55″ north, 4° 25′ 28″ west) in the Drâa Tafilalet region was examined. The models that factor in wind data predict PV cell temperature better than the standard approach which does not include wind data. The models' accuracy was estimated based on R(2) and RMSE values. A model is more accurate the higher the R(2) is and the lower the RMSE is. In addition, we noticed that the models investigated are more accurate for a short time period during the day. Elsevier 2021-12-02 /pmc/articles/PMC8646990/ /pubmed/34926861 http://dx.doi.org/10.1016/j.heliyon.2021.e08534 Text en © 2021 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Article
Lamaamar, Ibtissam
Tilioua, Amine
Ben Zaid, Zaineb
Babaoui, Abdelhak
Ettakni, Mahmoud
Hamdi Alaoui, Moulay Ahmed
Evaluation of different models for validating of photovoltaic cell temperature under semi-arid conditions
title Evaluation of different models for validating of photovoltaic cell temperature under semi-arid conditions
title_full Evaluation of different models for validating of photovoltaic cell temperature under semi-arid conditions
title_fullStr Evaluation of different models for validating of photovoltaic cell temperature under semi-arid conditions
title_full_unstemmed Evaluation of different models for validating of photovoltaic cell temperature under semi-arid conditions
title_short Evaluation of different models for validating of photovoltaic cell temperature under semi-arid conditions
title_sort evaluation of different models for validating of photovoltaic cell temperature under semi-arid conditions
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8646990/
https://www.ncbi.nlm.nih.gov/pubmed/34926861
http://dx.doi.org/10.1016/j.heliyon.2021.e08534
work_keys_str_mv AT lamaamaribtissam evaluationofdifferentmodelsforvalidatingofphotovoltaiccelltemperatureundersemiaridconditions
AT tiliouaamine evaluationofdifferentmodelsforvalidatingofphotovoltaiccelltemperatureundersemiaridconditions
AT benzaidzaineb evaluationofdifferentmodelsforvalidatingofphotovoltaiccelltemperatureundersemiaridconditions
AT babaouiabdelhak evaluationofdifferentmodelsforvalidatingofphotovoltaiccelltemperatureundersemiaridconditions
AT ettaknimahmoud evaluationofdifferentmodelsforvalidatingofphotovoltaiccelltemperatureundersemiaridconditions
AT hamdialaouimoulayahmed evaluationofdifferentmodelsforvalidatingofphotovoltaiccelltemperatureundersemiaridconditions