A Maximum Power Point Tracking Method Based on Perturb-and-Observe Combined With Particle Swarm Optimization

被引:278
作者
Lian, K. L. [1 ]
Jhang, J. H. [1 ]
Tian, I. S. [2 ]
机构
[1] Natl Taiwan Univ Sci & Technol, Power & Energy Grp, Taipei 10607, Taiwan
[2] MiTAC Int Corp, Taipei 11568, Taiwan
来源
IEEE JOURNAL OF PHOTOVOLTAICS | 2014年 / 4卷 / 02期
关键词
Global optimization; maximum power point tracking (MPPT); photovoltaic (PV) array; partial shading; INCREMENTAL CONDUCTANCE MPPT; PHOTOVOLTAIC SYSTEMS; PV; ARRAY;
D O I
10.1109/JPHOTOV.2013.2297513
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
Conventional maximum power point tracking (MPPT) methods such as perturb-and-observe (P&O) method can only track the first local maximum point and stop progressing to the next maximum point. MPPT methods based on particle swarm optimization (PSO) have been proposed to track the global maximum point (GMP). However, the problem with the PSO method is that the time required for convergence may be long if the range of the search space is large. This paper proposes a hybrid method, which combines P&O and PSO methods. Initially, the P&O method is employed to allocate the nearest local maximum. Then, starting from that point on, the PSO method is employed to search for the GMP. The advantage of using the proposed hybrid method is that the search space for the PSO is reduced, and hence, the time that is required for convergence can be greatly improved. The excellent performance of the proposed hybrid method is verified by comparing it against the PSO method using an experimental setup.
引用
收藏
页码:626 / 633
页数:8
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