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Determination of Unknown Parameters of Photovoltaic Module Using Genetic Algorithm

Indonesian Journal of Electrical Engineering and Computer Science • 2016
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Publication Information
Authors I. M. Abdel-Qawee , Ayman Y. Yousef , Khaled M. Hasaneen, H. G. Hamed, Maged N. F. Nashed
Keywords genetic algorithm, photovoltaic, unknown parameters
Journal Indonesian Journal of Electrical Engineering and Computer Science
Publisher Not Available
Volume Vol. 4, No. 2,
Issue 2502-4752
Pages 271-278
publication.type International
Paper Link Open Link
Supplementary Materials Not Available
Abstract
In this paper, the unknown parameters of the photovoltaic (PV) module are determined using Genetic Algorithm (GA) method. This algorithm based on minimizing the absolute difference between the maximum powers obtained from module datasheet and the maximum power obtained from the mathematical model of the PV module, at different operating conditions. This method does not need to initial values, so these parameters of the PV module are easily obtained with high accuracy. To validate the proposed method, the results obtained from it are compared with the experimental results obtained from the PV module datasheet for different operating conditions. The results obtained from the proposed model are found to be very close compared to the results given in the datasheet of the PV module.