A novel numerical method for estimation the photovoltaic cells/modules parameters based on dichotomy method

Autor: Abdelfattah Elhammoudy, Mustapha Elyaqouti, Dris Ben Hmamou, El Hanafi Arjdal, Driss Saadaoui, Souad Lidaighbi, Imade Choulli
Jazyk: angličtina
Rok vydání: 2023
Předmět:
Zdroj: Results in Optics, Vol 12, Iss , Pp 100445- (2023)
Druh dokumentu: article
ISSN: 2666-9501
DOI: 10.1016/j.rio.2023.100445
Popis: The demand for photovoltaic (PV) energy has been growing in recent years, parallel to an increase in scientific research about the PV cells, such as the electrical modelling and extraction of unknown PV model parameters. This paper introduces a highly efficient and straightforward numerical method to determine the unknown parameters for the single-diode model. The proposed approach utilizes Dichotomy (Bisection) to estimate the series resistance Rs and an iterative process to determine the diode ideality factor a and the parameters that achieve the minimum Root Square Error (RMSE). The proposed approach has been tested on five cells/modules from different technologies. The results show that the proposed approach outperforms various analytical, numerical, and meta-heuristic approaches in terms of accuracy. The RMSE produced by the proposed method is in order of 7.8514e-04 A and 2.2256e-03 A for the RTC France cell and the PWP201 module, respectively.
Databáze: Directory of Open Access Journals