Modified Social Network Search Algorithm Combined With Halley's Method for Parameter Estimation in a Photovoltaic Cell, Module and Array | ||
| Journal of Solar Energy Research | ||
| دوره 8، شماره 2، تابستان 2023، صفحه 1484-1496 اصل مقاله (1.06 M) | ||
| نوع مقاله: Research Article | ||
| شناسه دیجیتال (DOI): 10.22059/jser.2023.357161.1287 | ||
| نویسندگان | ||
| Abdouramani Dadjé* 1؛ Djanssou Dieudonné Marcel2؛ Gnetchejo Patrick juvet3؛ Wapet Daniel Eutyche Daniel Eutyche4؛ Ndjakomo Essiane Salomé5؛ Ele Pierre4 | ||
| 1School of Geology and Mining Engineering, University of Ngaoundéré, Ngaoundéré. Cameroon. | ||
| 2Department of Renewable Energy, National Advanced School of Engineering of Maroua, University of Maroua, Cameroon | ||
| 3Department of Electrical and Computer Engineering, University of Quebec, Trois Rivières, Quebec, Canada | ||
| 4Laboratory of electrical Engineering, mechatronic and signal treatment, National Advanced School of Engineering, University of Yaoundé 1, Yaoundé, Cameroon. | ||
| 5Signal, Image and systems Laboratory, Higher Technical Teacher Training College of Ebolowa, University of Ebolowa, Cameroon. | ||
| چکیده | ||
| A significant research focus is how to make photovoltaic (PV) systems operate as efficiently as possible. A sufficient, accurate, and detailed model of the actual PV system is needed in order to get the best performance out of solar panels. More specifically, the parameters of these models are fitted to actual data to determine the correctness of the models. In order to determine the most accurate parameters of a photovoltaic cell, module, and array using actual data, this research suggests a novel method called MSNS-HAL, which combines Halley's method with a modified social network search algorithm. A control parameter with a Gaussian and Cauchy distribution is randomly added to the search space to improve parameter estimation performance and speed up the agents' convergence to the best solution. The best estimate of currents is then determined using Halley's root-finding technique. The proposed model, which has a best root mean square error of 7.1719 x 10-4 for the RTC cell, 2.0388 x 10-3 for the Photowatt PWP module, and 0.0069 for the experimental field of 18 PV panels, has the highest accuracy when compared to 12 other current optimization approaches. | ||
| کلیدواژهها | ||
| Photovoltaic parameters؛ PV array؛ solar cell؛ Halley' s root-finding technique | ||
| مراجع | ||
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آمار تعداد مشاهده مقاله: 724 تعداد دریافت فایل اصل مقاله: 400 |
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