A novel global MPPT technique based on squirrel search algorithm for PV module under partial shading conditions

被引:110
|
作者
Fares, Dalila [1 ]
Fathi, Mohamed [2 ]
Shams, Immad [3 ]
Mekhilef, Saad [3 ,4 ]
机构
[1] Univ MHamed Bougara, Lab Signaux & Syst, Inst Genie Elect & Elect, Ave Independence, Boumerdes 35000, Algeria
[2] UDES, CDER, Unite Dev Equipements Solaires, Ctr Dev Energies Renouvelables, Tipasa 42415, Algeria
[3] Univ Malaya, Dept Elect Engn, Power Elect & Renewable Energy Res Lab PEARL, Fac Engn, Kuala Lumpur 50603, Malaysia
[4] Swinburne, Sch Software & Elect Engn, Melbourne, Vic, Australia
关键词
Global maximum power point; Partial shading; PV system; Bio-inspired algorithm; Squirrel search algorithm; POWER POINT TRACKING; ARTIFICIAL BEE COLONY; PHOTOVOLTAIC SYSTEMS; INTELLIGENCE; OUTPUT;
D O I
10.1016/j.enconman.2020.113773
中图分类号
O414.1 [热力学];
学科分类号
摘要
The partial shading condition (PSC) makes it challenging for the PV system to harvest maximum power via maximum power point tracking (MPPT). Various MPPT algorithms based on bio-inspired optimization methods were proposed in the literature. The mechanism employed by these algorithms varies from one to another, making them perform differently when tracking the GMPP. This paper introduces a novel MPPT technique based on the improved squirrel search algorithm (ISSA). The performance of the proposed ISSA improved the tracking time by 50% in comparison with the conventional SSA algorithm. Similarly, the proposed method has also been compared with popular Genetic algorithm (GA), and particle swarm optimization (PSO). The results proved the ability of the proposed algorithm in tracking the GMPP with faster convergence and fewer power oscillations in comparison. The feasibility and effectiveness of the proposed ISSA based MPPT have been validated experimentally, and the results clearly demonstrate its capability in tracking the GMPP with an average efficiency of 99.48% and average tracking time of 0.66 s.
引用
收藏
页数:12
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