A three diode model for industrial solar cells and estimation of solar cell parameters using PSO algorithm

被引:300
作者
Khanna, Vandana [1 ]
Das, B. K. [1 ]
Bisht, Dinesh [2 ]
Vandana [3 ]
Singh, P. K. [3 ]
机构
[1] ITM Univ, Gurgaon 122017, India
[2] JIIT Univ, Noida 201307, India
[3] CSIR Natl Phys Lab, Network Inst Solar Energy, New Delhi 110012, India
关键词
Solar cell; PSO algorithm; Parameter estimation; Two-diode model; Three-diode model; CURRENT-VOLTAGE; PV SYSTEM; EXTRACTION;
D O I
10.1016/j.renene.2014.12.072
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
A new lumped-parameter equivalent circuit model using three-diodes is presented in this work for large area (similar to 154.8 cm(2)) industrial silicon solar cells. The estimation of values of ideality factors n(1) (>1) and n(2) (>2) using a Particle Swarm Optimization (PSO) algorithm for the two-diode model of the industrial samples has been found not to be in conformity with the theoretical values (n(1) = 1 and n(2) = 2 in the literature). The two diodes of the two-diode model are not able to define the different current components of the solar cells clearly. A model with three-diodes has been proposed to better explain the experimental data. In the proposed model, we considered the series resistance, R-s, of the solar cell to vary with the current flowing through the solar cell device. All the parameters of the proposed model have been estimated using a PSO algorithm and they were compared with the parameters of the two-diode model. The new model has been found to be a better model to define clearly the different current components of the large size industrial silicon solar cells. (C) 2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码:105 / 113
页数:9
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