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Simple and efficient estimation of photovoltaic cells and modules parameters using approximation and correction technique
The behavior of solar cells and modules under various operational conditions can be determined effectively when their intrinsic parameters are accurately estimated and used to simulate the current-voltage (I-V) characteristics. This work proposed a new computational approach based on approximation a...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6497267/ https://www.ncbi.nlm.nih.gov/pubmed/31048867 http://dx.doi.org/10.1371/journal.pone.0216201 |
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author | Muhammad, Fahmi F. Karim Sangawi, Ali W. Hashim, Suhairul Ghoshal, S. K. Abdullah, Isam K. Hameed, Shilan S. |
author_facet | Muhammad, Fahmi F. Karim Sangawi, Ali W. Hashim, Suhairul Ghoshal, S. K. Abdullah, Isam K. Hameed, Shilan S. |
author_sort | Muhammad, Fahmi F. |
collection | PubMed |
description | The behavior of solar cells and modules under various operational conditions can be determined effectively when their intrinsic parameters are accurately estimated and used to simulate the current-voltage (I-V) characteristics. This work proposed a new computational approach based on approximation and correction technique (ACT) for simple and efficient extraction of solar cells and modules parameters from the single-diode model. In this technique, an approximated value of series resistance (R(s)) was first derived and used to determine the initial value of parallel resistance (R(p)). Later, the final corrected values of R(s) and R(p) were obtained by resubstituting their approximated values in a five-loop iteration using the manipulated equations. For rapid evaluation and validation of the proposed technique, a software application was also created using MATLAB program. The correctness and robustness of the proposed technique was validated on five types of solar cells and modules operated at varied temperatures and irradiances. The lowest RMSE value was achieved for RTC France (7.78937E-4) and PVM 752 GaAs (2.10497E-4) solar cell. The legitimacy of ACT extracted parameters was established using a simple yet competitive implementation approach wherein the performance of the developed technique was compared with several state-of-the-art methods recently reported in the literature. |
format | Online Article Text |
id | pubmed-6497267 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-64972672019-05-17 Simple and efficient estimation of photovoltaic cells and modules parameters using approximation and correction technique Muhammad, Fahmi F. Karim Sangawi, Ali W. Hashim, Suhairul Ghoshal, S. K. Abdullah, Isam K. Hameed, Shilan S. PLoS One Research Article The behavior of solar cells and modules under various operational conditions can be determined effectively when their intrinsic parameters are accurately estimated and used to simulate the current-voltage (I-V) characteristics. This work proposed a new computational approach based on approximation and correction technique (ACT) for simple and efficient extraction of solar cells and modules parameters from the single-diode model. In this technique, an approximated value of series resistance (R(s)) was first derived and used to determine the initial value of parallel resistance (R(p)). Later, the final corrected values of R(s) and R(p) were obtained by resubstituting their approximated values in a five-loop iteration using the manipulated equations. For rapid evaluation and validation of the proposed technique, a software application was also created using MATLAB program. The correctness and robustness of the proposed technique was validated on five types of solar cells and modules operated at varied temperatures and irradiances. The lowest RMSE value was achieved for RTC France (7.78937E-4) and PVM 752 GaAs (2.10497E-4) solar cell. The legitimacy of ACT extracted parameters was established using a simple yet competitive implementation approach wherein the performance of the developed technique was compared with several state-of-the-art methods recently reported in the literature. Public Library of Science 2019-05-02 /pmc/articles/PMC6497267/ /pubmed/31048867 http://dx.doi.org/10.1371/journal.pone.0216201 Text en © 2019 Muhammad et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Muhammad, Fahmi F. Karim Sangawi, Ali W. Hashim, Suhairul Ghoshal, S. K. Abdullah, Isam K. Hameed, Shilan S. Simple and efficient estimation of photovoltaic cells and modules parameters using approximation and correction technique |
title | Simple and efficient estimation of photovoltaic cells and modules parameters using approximation and correction technique |
title_full | Simple and efficient estimation of photovoltaic cells and modules parameters using approximation and correction technique |
title_fullStr | Simple and efficient estimation of photovoltaic cells and modules parameters using approximation and correction technique |
title_full_unstemmed | Simple and efficient estimation of photovoltaic cells and modules parameters using approximation and correction technique |
title_short | Simple and efficient estimation of photovoltaic cells and modules parameters using approximation and correction technique |
title_sort | simple and efficient estimation of photovoltaic cells and modules parameters using approximation and correction technique |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6497267/ https://www.ncbi.nlm.nih.gov/pubmed/31048867 http://dx.doi.org/10.1371/journal.pone.0216201 |
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