A parameter extraction technique exploiting intrinsic properties of solar cells

被引:182
作者
Nhan Thanh Tong [1 ]
Pora, Wanchalerm [1 ]
机构
[1] Chulalongkorn Univ, Dept Elect Engn, Bangkok, Thailand
关键词
Solar cell; Parameter extraction; Maximum power point; PHOTOVOLTAIC MODULES; CURRENT-VOLTAGE; MODEL; IDENTIFICATION; ALGORITHM; POINT;
D O I
10.1016/j.apenergy.2016.05.064
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
This paper presents a parameter extraction technique for the five-parameter solar-cell model. It only requires the priori knowledge of three load points: the open circuit, the short circuit, and the maximum power points. An intrinsic property of solar cells helps to construct an extra equation. A cost function is formulated with another intrinsic property. A search algorithm for minimizing the cost function is proposed. The best set of parameters is revealed at the end of searching. Two load scanning experiments are performed on two different solar panels. The simulated I-V curves, produced with the obtained parameters, match the empirical measured results nicely. When compared to other existing techniques, our proposed method usually yields less mean absolute error. (C) 2016 The Authors. Published by Elsevier Ltd.
引用
收藏
页码:104 / 115
页数:12
相关论文
共 27 条
[1]   Optimal extraction of solar cell parameters using pattern search [J].
AlHajri, M. F. ;
El-Naggar, K. M. ;
AlRashidi, M. R. ;
Al-Othman, A. K. .
RENEWABLE ENERGY, 2012, 44 :238-245
[2]   A new estimation approach for determining the I-V characteristics of solar cells [J].
AlRashidi, M. R. ;
AlHajri, M. F. ;
El-Naggar, K. M. ;
Al-Othman, A. K. .
SOLAR ENERGY, 2011, 85 (07) :1543-1550
[3]  
[Anonymous], 2007, 4 INT C COMP INT MAN
[4]   Extraction of maximum power point in solar cells using bird mating optimizer-based parameters identification approach [J].
Askarzadeh, Alireza ;
Rezazadeh, Alireza .
SOLAR ENERGY, 2013, 90 :123-133
[5]   Artificial bee swarm optimization algorithm for parameters identification of solar cell models [J].
Askarzadeh, Alireza ;
Rezazadeh, Alireza .
APPLIED ENERGY, 2013, 102 :943-949
[6]   A single procedure for helping PV designers to select silicon PV modules and evaluate the loss resistances [J].
Carrero, C. ;
Amador, J. ;
Arnaltes, S. .
RENEWABLE ENERGY, 2007, 32 (15) :2579-2589
[7]   A COMPARATIVE-STUDY OF EXTRACTION METHODS FOR SOLAR-CELL MODEL PARAMETERS [J].
CHAN, DSH ;
PHILLIPS, JR ;
PHANG, JCH .
SOLID-STATE ELECTRONICS, 1986, 29 (03) :329-337
[8]   Simple parameter extraction method for illuminated solar cells [J].
Chegaar, M. ;
Azzouzi, G. ;
Mialhe, P. .
SOLID-STATE ELECTRONICS, 2006, 50 (7-8) :1234-1237
[9]   Parameters extraction from commercial solar cells I-V characteristics and shunt analysis [J].
Chen, Yifeng ;
Wang, Xuemeng ;
Li, Da ;
Hong, Ruijiang ;
Shen, Hui .
APPLIED ENERGY, 2011, 88 (06) :2239-2244
[10]   Cell modelling and model parameters estimation techniques for photovoltaic simulator application: A review [J].
Chin, Vun Jack ;
Salam, Zainal ;
Ishaque, Kashif .
APPLIED ENERGY, 2015, 154 :500-519