A Simulated Annealing Global Maximum Power Point Tracking Approach for PV Modules Under Partial Shading Conditions

被引:187
|
作者
Lyden, Sarah [1 ,2 ]
Haque, Md. Enamul [3 ]
机构
[1] Univ Tasmania, Sch Engn, Hobart, Tas 7005, Australia
[2] Univ Tasmania, ICT, Hobart, Tas 7005, Australia
[3] Deakin Univ, Sch Engn, Geelong, Vic 3220, Australia
关键词
Maximum power point trackers; particle swarm optimization (PSO); photovoltaic (PV) systems; simulated annealing (SA); PHOTOVOLTAIC ARRAYS; MPPT CONTROL; ALGORITHM; IMPLEMENTATION; OPTIMIZATION; PERTURB; SYSTEM;
D O I
10.1109/TPEL.2015.2468592
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper proposes a simulated annealing (SA)based global maximum power point tracking (GMPPT) technique designed for photovoltaic (PV) systems which experience partial shading conditions (PSC). The proposed technique is compared with the common perturb and observe MPPT technique and the particle swarm optimization method for GMPPT. The performance is assessed by considering the time taken to converge and the number of sample cases where the technique converges to the GMPP. Simulation results indicate the improved performance of the SA-based GMPPT algorithm, with arbitrarily selected parameters, in tracking to the global maxima in a multiple module PV system which experiences PSC. Experimental validation of the technique is presented based on PV modules that experience nonuniform environmental conditions. Additionally, studies regarding the influence of the key parameters of the SA-based algorithm are described. Simulation and experimental results verify the effectiveness of the proposed GMPPT method.
引用
收藏
页码:4171 / 4181
页数:11
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