LAPSE:2023.31616
Published Article

LAPSE:2023.31616
Experimental and Theoretical Validation of One Diode and Three Parameters−Based PV Models
April 19, 2023
Abstract
The present paper defines and assesses a new simplified method to represent the photovoltaic (PV) modules’ electrical behavior, based on the commonly used one diode and three parameters (1D + 3P) model, addressing two main objectives. The first one is to quantify and assess, at different operating conditions, the PV modules electrical behavior estimations’ accuracy provided by the well-known 1D + 3P, through a comparison based on experimental and theoretical results. The second one concerns the performance assessment of the 1D + 3P model’s suggested approximation, aiming at simplifying the mathematics instead of solving complex iterative equations, which hinges on higher computational time to obtain accurate results. Hence, experimental and theoretical data were considered, aiming at performing a thorough comparison with more than 17,000 PV modules being assessed, which was achieved by using both the California Energy Commission (CEC) database and PVsyst software. The findings show that the already known 1D + 3P model delivers satisfactory power output estimations for crystalline silicon modules and high irradiance conditions. However, its performance worsens when considering Low Irradiance and thin-film technology. In comparison with the original model, accurate results were obtained with the new simplified suggested 1D + 3P for all irradiance conditions and technologies assessed, thus proving its validity and capability of circumventing the aforementioned challenges.
The present paper defines and assesses a new simplified method to represent the photovoltaic (PV) modules’ electrical behavior, based on the commonly used one diode and three parameters (1D + 3P) model, addressing two main objectives. The first one is to quantify and assess, at different operating conditions, the PV modules electrical behavior estimations’ accuracy provided by the well-known 1D + 3P, through a comparison based on experimental and theoretical results. The second one concerns the performance assessment of the 1D + 3P model’s suggested approximation, aiming at simplifying the mathematics instead of solving complex iterative equations, which hinges on higher computational time to obtain accurate results. Hence, experimental and theoretical data were considered, aiming at performing a thorough comparison with more than 17,000 PV modules being assessed, which was achieved by using both the California Energy Commission (CEC) database and PVsyst software. The findings show that the already known 1D + 3P model delivers satisfactory power output estimations for crystalline silicon modules and high irradiance conditions. However, its performance worsens when considering Low Irradiance and thin-film technology. In comparison with the original model, accurate results were obtained with the new simplified suggested 1D + 3P for all irradiance conditions and technologies assessed, thus proving its validity and capability of circumventing the aforementioned challenges.
Record ID
Keywords
data-driven models, experimental validation, one diode and three parameters model, performance models, PV modules, theoretical validation
Suggested Citation
Castro R, Silva M. Experimental and Theoretical Validation of One Diode and Three Parameters−Based PV Models. (2023). LAPSE:2023.31616
Author Affiliations
Castro R: INESC-ID/IST, University of Lisbon, 1049-001 Lisbon, Portugal [ORCID]
Silva M: Instituto Superior Técnico, University of Lisbon, 1049-001 Lisbon, Portugal
Silva M: Instituto Superior Técnico, University of Lisbon, 1049-001 Lisbon, Portugal
Journal Name
Energies
Volume
14
Issue
8
First Page
2140
Year
2021
Publication Date
2021-04-11
ISSN
1996-1073
Version Comments
Original Submission
Other Meta
PII: en14082140, Publication Type: Journal Article
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LAPSE:2023.31616
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https://doi.org/10.3390/en14082140
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Apr 19, 2023
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