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A differential evolution approach for parameter extraction of solar cell from current-voltage characteristics

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【Author】 Meiying Ye;Xiaodong Wang;Department of Physics, Zhejiang Normal University;Department of Electronic Engineering, Zhejiang Normal University;

【机构】 Department of Physics, Zhejiang Normal University； Department of Electronic Engineering, Zhejiang Normal University；

【摘要】 This letter presents an approach based on differential evolution(DE) algorithm for determining the solar cell model parameters from current-voltage(I- V) characteristics. The validity of this approach has been confirmed with experimental and simulated I- V data. It was demonstrated that the I- V curve derived from the parameters extracted by the DE approach is in good agreement with the experimental or simulated I- V data. A low objective function value as well as a high parameter precision can be obtained by the DE algorithm.更多还原

【Abstract】 This letter presents an approach based on differential evolution(DE) algorithm for determining the solar cell model parameters from current-voltage(I- V) characteristics. The validity of this approach has been confirmed with experimental and simulated I- V data. It was demonstrated that the I- V curve derived from the parameters extracted by the DE approach is in good agreement with the experimental or simulated I- V data. A low objective function value as well as a high parameter precision can be obtained by the DE algorithm.更多还原

【关键词】 photovoltaic； validity； determining； iteration； crossover； processed； recombination； letter； parents； intelligent；

【基金】 supported by the National Natural Science Foundation of China under Grant No.51305407

【文献出处】 Chinese Optics Letters ,中国光学快报(英文版) , 编辑部邮箱 ,2014年05期

【分类号】TM914.4
【被引频次】1
【下载频次】26

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