Finding the model parameters of photovoltaic (PV) modules by a novel modified differential evolution algorithm

被引：0
|
作者：
Zou, Dexuan [1 ]
Wang, Xin [2 ,3 ]
机构：
[1] Jiangsu Normal Univ, Sch Elect Engn & Automat, Xuzhou 221116, Peoples R China
[2] Shenyang Jianzhu Univ, Informat & Control Engn Fac, Shenyang 110168, Peoples R China
[3] Northeastern Univ, Sch Informat Sci & Engn, Shenyang 110004, Peoples R China
来源：
2013 25TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC) | 2013年
关键词：
Novel modified differential evolution; Photovoltaic module; Scale factor; Crossover rate; Normal distribution; OPTIMIZATION;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
We use the novel modified differential evolution (NMDE) algorithm algorithm to determine the model parameters of photovoltaic modules in this paper. NMDE is a new proposed DE variation, and each solution has its own scale factor and crossover rate. In detail, for each solution vector, its own scale factor and crossover rate are adaptively adjusted in terms of the corresponding values of all successful solutions. In addition, if it is continuously at a standstill during a fixed number of iterations SP (Stagnation period), its scale factor and crossover rate will be randomly generated according to normal distribution. Experimental results show that NMDE is an effective method on finding suitable parameters of PV model.
引用
收藏
页码：561 / 565
页数：5
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