Rapid parameter identification of three diode photovoltaic systems using the Cheetah optimizer
Mouncef El Marghichi,
Ihssan abdelkoddous El Jadli
Abstract:This study focuses on accurate parameter identification for solar cells and photovoltaic module simulation using experimental data. To tackle the challenge of modelling these highly nonlinear systems, we propose the novel use of the Cheetah Optimizer (CO) algorithm, inspired by cheetah hunting strategies. The CO algorithm employs mathematical models and randomization parameters to balance exploration and exploitation, avoiding local optima by considering energy limitations. We demonstrate the CO algorithm's ef… Show more
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