Recent meta-heuristic grasshopper optimization algorithm for optimal reconfiguration of partially shaded PV array

被引:130
作者
Fathy, Ahmed [1 ]
机构
[1] Zagazig Univ, Elect Power & Machine Dept, Fac Engn, Zagazig, Egypt
关键词
Partially shaded PV array; Global maximum power; Grasshopper optimization algorithm; PARTIAL SHADING CONDITIONS; ENHANCED POWER-GENERATION; PHOTOVOLTAIC ARRAYS; POINT TRACKING; ENERGY YIELD; CONFIGURATION; MAXIMIZATION; EXTRACTION; LOSSES; SCHEME;
D O I
10.1016/j.solener.2018.07.014
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
When solar radiation striking the PV modules inserted in PV array is non-homogeneous; then the partial shading operation is taken place. This phenomenon has negative effects on the efficiency of the PV array as the generated power is reduced, hot spots are generated; one solution to get rid of these negatives is the reconfiguration of modules such that distributing the solar radiation in regular form as much as possible. Therefore, this paper proposed a new methodology based on recent meta-heuristic optimization algorithm named grasshopper to be applicable in solving the reconfiguration process of the partially shaded PV array optimally. The main purpose of such action is to maximize the power extracted from the array via proposed objective function presented in this work. The PV array arrangement obtained via the proposed approach incorporated recent meta-heuristic grasshopper optimization algorithm (GOA) is compared with those obtained via total cross tied connection (TCT), Su Do Ku connection and genetic algorithm (GA) configuration. Additionally, different shadow patterns during a day are studied and reconfiguration arrangement is obtained at each hour. The obtained results confirm the reliability and the efficiency of the proposed GOA in evaluating the global maximum power point (GMPP) extracted from the partially shaded PV array.
引用
收藏
页码:638 / 651
页数:14
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