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

Published on Sep 1, 2018in Solar Energy4.67
· DOI :10.1016/j.solener.2018.07.014
Ahmed Fathy10
Estimated H-index: 10
(Zagazig University)
Abstract
Abstract 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.
  • References (37)
  • Citations (4)
References37
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Cited By4
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#1Shubhra Dwivedi (NITRR: National Institute of Technology, Raipur)
#2Manu Vardhan (NITRR: National Institute of Technology, Raipur)H-Index: 4
Last.Alok Kumar ShuklaH-Index: 2
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#1Di Wu (Soochow University (Suzhou))
#2Yalong Sun (Soochow University (Suzhou))
Last.Fengang Zheng (Soochow University (Suzhou))
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#1M. Baka (NTUA: National Technical University of Athens)H-Index: 1
#2Patrizio Manganiello (IMEC)H-Index: 1
Last.W. F. Catthoor (Katholieke Universiteit Leuven)H-Index: 43
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