Maximum power point tracking of partially shaded solar photovoltaic arrays

被引:152
作者
Chowdhury, Shubhajit Roy [1 ]
Saha, Hiranmay [1 ]
机构
[1] Jadavpur Univ, Dept Elect & Telecommun Engn, IC Design & Fabricat Ctr, Kolkata 700032, W Bengal, India
关键词
Maximum power point tracking; Adaptive perceptive particle swarm optimization; Solar photovoltaic array; OPTIMIZATION; DESIGN; MODULE; CLOUD;
D O I
10.1016/j.solmat.2010.04.011
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
The paper presents the simulation and hardware implementation of maximum power point (MPP) tracking of a partially shaded solar photovoltaic (PV) array using a variant of Particle Swarm Optimization known as Adaptive Perceptive Particle Swarm Optimization (APPSO). Under partially shaded conditions, the photovoltaic (PV) array characteristics get more complex with multiple maxima in the power-voltage characteristic. The paper presents an algorithmic technique to accurately track the maximum power point (MPP) of a PV array using an APPSO. The APPSO algorithm has also been validated in the current work. The proposed technique uses only one pair of sensors to control multiple PV arrays. This result in lower cost and higher accuracy of 97.7% compared to earlier obtained accuracy of 96.41% using Particle Swarm Optimization. The proposed tracking technique has been mapped onto a MSP430FG4618 microcontroller for tracking and control purposes. The whole system based on the proposed has been realized on a standard two stage power electronic system configuration. (C) 2010 Elsevier B.V. All rights reserved.
引用
收藏
页码:1441 / 1447
页数:7
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