Rawa, Muhyaddin and Calasan, Martin and Abusorrah, Abdullah and Alhussainy, Abdullah Ali and Al-Turki, Yusuf and Ali, Ziad M. and Sindi, Hatem and Mekhilef, Saad and Aleem, Shady H. E. Abdel and Bassi, Hussain (2022) Single diode solar cells-improved model and exact current-voltage analytical solution based on Lambert's W function. Sensors, 22 (11). ISSN 1424-8220, DOI https://doi.org/10.3390/s22114173.
Full text not available from this repository.Abstract
There are three standard equivalent circuit models of solar cells in the literature-single-diode, double-diode, and triple-diode models. In this paper, first, a modified version of the single diode model, called the Improved Single Diode Model (ISDM), is presented. This modification is realized by adding resistance in series with the diode to enable better power loss dissipation representation. Second, the mathematical expression for the current-voltage relation of this circuit is derived in terms of Lambert's W function and solved by using the special trans function theory. Third, a novel hybrid algorithm for solar cell parameters estimation is proposed. The proposed algorithm, called SA-MRFO, is used for the parameter estimation of the standard single diode and improved single diode models. The proposed model's accuracy and the proposed algorithm's efficiency are tested on a standard RTC France solar cell and SOLAREX module MSX 60. Furthermore, the experimental verification of the proposed circuit and the proposed solar cell parameter estimation algorithm on a solar laboratory module is also realized. Based on all the results obtained, it is shown that the proposed circuit significantly improves current-voltage solar cell representation in comparison with the standard single diode model and many results in the literature on the double diode and triple diode models. Additionally, it is shown that the proposed algorithm is effective and outperforms many literature algorithms in terms of accuracy and convergence speed.
| Item Type: | Article |
|---|---|
| Funders: | Deputyship for Research and Innovation, Ministry of Education in Saudi Arabia [Grant No: IFPRC-048-135-2020] |
| Uncontrolled Keywords: | Lambert's W function; Mathematical models; Optimization; Parameter estimation; Photovoltaics; Solar cells; Special trans function theory |
| Subjects: | Q Science > QD Chemistry T Technology > TA Engineering (General). Civil engineering (General) T Technology > TK Electrical engineering. Electronics Nuclear engineering |
| Divisions: | Faculty of Engineering > Department of Electrical Engineering |
| Depositing User: | Ms. Juhaida Abd Rahim |
| Date Deposited: | 18 Oct 2023 03:44 |
| Last Modified: | 18 Oct 2023 03:45 |
| URI: | http://eprints.um.edu.my/id/eprint/42146 |
Actions (login required)
 |
View Item |
