Optimal extraction of solar cell parameters using pattern search

被引：309

作者：

AlHajri, M. F. ^{[1
]}

El-Naggar, K. M. ^{[1
]}

AlRashidi, M. R. ^{[1
]}

Al-Othman, A. K. ^{[1
]}

机构：

[1] Collage Technol Studies PAAET, Dept Elect Engn, Shuwaikh, Kuwait

来源：

RENEWABLE ENERGY | 2012年 / 44卷

关键词：

Solar cell; Pattern search; Parameter estimation; Photovoltaic; Optimization; MODEL PARAMETERS; CONVERGENCE; POINTS;

D O I：

10.1016/j.renene.2012.01.082

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 an application of pattern search optimization technique for extracting the parameters of different solar cell models. These models are single diode, double diode, and photovoltaic module. The solar cell parameters estimation is viewed and formulated as a multivariate non-linear optimization problem. The proposed technique is used to solve a transcendental function that governs the current-voltage relationship of a solar cell, as no direct general analytical solution exists. Several cases were investigated to test and validate the consistency of accurately estimating various parameters of different solar cell models. Comparison among different parameter estimation techniques is presented to show the effectiveness of the developed approach. Moreover, error and statistical analyses are carried out to measure the accuracy of the estimated parameters and model suitability. (C) 2012 Elsevier Ltd. All rights reserved.

引用

页码：238 / 245

页数：8

共 20 条

[1]

[Anonymous], 2010, RENEWABLES 2010 GLOB

[2]

[Anonymous], 2007, 4 INT C COMP INT MAN

[3] 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

[4] 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

[5]

Chegaar M., 2003, J ELECT DEVICES, V2, P17

[6]

Easwarakhanthan T., 1986, International Journal of Solar Energy, V4, P1, DOI 10.1080/01425918608909835

[7]

HOOKE R, 1961, J ACM, V8, P212, DOI 10.1145/321062.321069

[8] Exact analytical solutions of the parameters of real solar cells using Lambert W-function [J].

Jain, A ;

Kapoor, A .

SOLAR ENERGY MATERIALS AND SOLAR CELLS, 2004, 81 (02) :269-277

[9] Solar cell parameter extraction using genetic algorithms [J].

Jervase, JA ;

Bourdoucen, H ;

Al-Lawati, A .

MEASUREMENT SCIENCE AND TECHNOLOGY, 2001, 12 (11) :1922-1925

[10]

Kolda TG, 2003, SIAM REV, V45, P385, DOI [10.1137/S003614450242889, 10.1137/S0036144502428893]

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