Parameter estimation of photovoltaic system using imperialist competitive algorithm

被引：149
作者：
Fathy, Ahmed [1 ]
Rezk, Hegazy [2 ,3 ]
机构：
[1] Zagazig Univ, Fac Engn, Elect Power & Machine Dept, Zagazig, Egypt
[2] Prince Sattam Bin Abdulaziz Univ, Coll Engn Wadi Addawaser, Al Kharj, Saudi Arabia
[3] Minia Univ, Fac Engn, Dept Elect Engn, Al Minya, Egypt
来源：
RENEWABLE ENERGY | 2017年 / 111卷
关键词：
PV parameter estimation; Imperialist competitive algorithm; Single diode model; Double diode model; SOLAR-CELL; SINGLE-DIODE; EXTRACTION; IDENTIFICATION;
D O I：
10.1016/j.renene.2017.04.014
中图分类号：
X [环境科学、安全科学];
学科分类号：
08 ; 0830 ;
摘要：
This paper presents a reliable methodology based on imperialist competitive algorithm (ICA) for estimating the optimal parameters of photovoltaic (PV) generating unit. The PV system is simulated by single diode model and double diode model. The proposed constrained objective function is derived from the voltage-power curve of the PV system which has unique maximum power point (MPP). The analysis is performed on different types of PV systems; mono-crystalline, poly-crystalline and amorphous modules. The validation of ICA is investigated for PV cell/module operated under different irradiances and temperatures; the obtained results are compared with experimental data and other reported meta-heuristic optimization algorithms. The results confirm the validity and reliability of ICA in extracting the optimal parameters of the PV generating unit. (C) 2017 Elsevier Ltd. All rights reserved.
引用
收藏
页码：307 / 320
页数：14
相关论文
共 34 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]  
AlRashidi Mohammed R, 2013, Int J Electr Comput Eng, V7, P118
[3]  
[Anonymous], 2011, INT J SIMULATION SYS, DOI DOI 10.5013/IJSSST.A.12.03.08
[4]  
[Anonymous], 2013, INT REV ELECT ENG
[5]   Parameters extraction of solar cells - A comparative examination of three methods [J].
Appelbaum, J. ;
Peled, A. .
SOLAR ENERGY MATERIALS AND SOLAR CELLS, 2014, 122 :164-173
[6]   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
[7]   Artificial bee swarm optimization algorithm for parameters identification of solar cell models [J].
Askarzadeh, Alireza ;
Rezazadeh, Alireza .
APPLIED ENERGY, 2013, 102 :943-949
[8]   Parameter identification for solar cell models using harmony search-based algorithms [J].
Askarzadeh, Alireza ;
Rezazadeh, Alireza .
SOLAR ENERGY, 2012, 86 (11) :3241-3249
[9]  
Atashpaz-Gargari E, 2007, IEEE C EVOL COMPUTAT, P4661, DOI 10.1109/cec.2007.4425083
[10]   ANALYTICAL METHODS FOR THE EXTRACTION OF SOLAR-CELL SINGLE-DIODE AND DOUBLE-DIODE MODEL PARAMETERS FROM IV CHARACTERISTICS [J].
CHAN, DSH ;
PHANG, JCH .
IEEE TRANSACTIONS ON ELECTRON DEVICES, 1987, 34 (02) :286-293
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