Title :
Identification of photovoltaic model parameters by Differential Evolution
Author :
da Costa, Wagner Teixeira ; Fardin, Jussara F. ; Simonetti, Domingos S L ; Neto, Lauro de V B M
Author_Institution :
Ind. Autom., Fed. Inst. of Espirito Santo, Serra, Brazil
Abstract :
This paper was performed to identify the parameters of the photovoltaic module using Differential Evolution. The Differential Evolution is a search technique based on mechanisms of natural selection and genetics. Some of the advantages of Differential Evolution are: the speed of convergence and ease of implementation. The data used to identify the parameters of the photovoltaic were obtained by essay or provided of manufacturers´ datasheets. The Matlab® was used to identify the parameters for the Differential Evolution and simulation model of the photovoltaic module.
Keywords :
evolutionary computation; photovoltaic power systems; search problems; Matlab; differential evolution; photovoltaic model parameters identification; search technique; Earth; Hydrogen; Lighting; Mathematical model; Photovoltaic effects; Photovoltaic systems; Planets; Solar power generation; Sun; Voltage;
Conference_Titel :
Industrial Technology (ICIT), 2010 IEEE International Conference on
Conference_Location :
Vi a del Mar
Print_ISBN :
978-1-4244-5695-6
Electronic_ISBN :
978-1-4244-5696-3
DOI :
10.1109/ICIT.2010.5472557
