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An improved free search differential evolution algorithm: A case study on parameters identification of one diode equivalent circuit of a solar cell module

Author:
Hultmann Ayala, Helon Vicente, Coelho, Leandro dos Santos, Mariani, Viviana Cocco, Askarzadeh, Alireza
Source:
Energy 2015 v.93 pp. 1515-1522
ISSN:
0360-5442
Subject:
algorithms, case studies, models, photovoltaic cells, system optimization, temperature
Abstract:
The present paper deals with the parameter identification of one diode model equivalent circuit of solar cell modules from real data acquired in different temperature conditions. We termed this procedure as an optimization problem and solved it through the FSDE (Free Search Differential Evolution) algorithm as well as a novel IFSDE (Improved FSDE) approach. The IFSDE is compared with other well-known metaheuristics, namely genetic algorithms, harmony search and particle swarm optimization, showing overall better results for the proposed IFSDE approach. In particular, the IFSDE is better in escaping local optima and obtained better results. Identified results are compared with acquired data, what shows the validity of the proposed algorithm.
Agid:
5639801