Title :
Optimizing photovoltaic model parameters for simulation
Author :
Soon, Jing Jun ; Low, Kay-Soon
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
Abstract :
Photovoltaic (PV) model is used in simulation study to validate the system design of a PV system. With an accurate PV model for use in circuit orientated software, the behavior of PV array under different environmental conditions can be observed for study. In this paper, the unknown parameters of a single diode PV model are identified using the Particle Swarm Optimization (PSO) approach with log barrier constraint. The proposed method has been applied to a PV module KC65T and has shown accurate modeling result.
Keywords :
digital simulation; particle swarm optimisation; photovoltaic cells; power engineering computing; solar cell arrays; PSO approach; PV module KC65T; PV system; circuit orientated software; environmental conditions; particle swarm optimization approach; photovoltaic model parameters optimization; single diode PV model; Integrated circuit modeling; Mathematical model; Optimization; Photovoltaic systems; Resistance; Temperature distribution; Identification; log barrier method; particle swarm optimization (PSO); photovoltaic (PV) model;
Conference_Titel :
Industrial Electronics (ISIE), 2012 IEEE International Symposium on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4673-0159-6
Electronic_ISBN :
2163-5137
DOI :
10.1109/ISIE.2012.6237367
