An Improvement of a Fuzzy Logic-Controlled Maximum Power Point Tracking Algorithm for Photovoltic Applications

被引:24
作者
Na, Woonki [1 ]
Chen, Pengyuan [1 ]
Kim, Jonghoon [2 ]
机构
[1] Calif State Univ Fresno, Elect & Comp Engn, Fresno, CA 93740 USA
[2] Chungnam Natl Univ, Elect Engn, Daejeon 34134, South Korea
来源
APPLIED SCIENCES-BASEL | 2017年 / 7卷 / 04期
基金
新加坡国家研究基金会;
关键词
PV; P and O; MPPT; fuzzy logic control; DC-DC converter; SIMULATION;
D O I
10.3390/app7040326
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
This paper presents an improved maximum power point tracking (MPPT) algorithm using a fuzzy logic controller (FLC) in order to extract potential maximum power from photovoltaic cells. The objectives of the proposed algorithm are to improve the tracking speed, and to simultaneously solve the inherent drawbacks such as slow tracking in the conventional perturb and observe (P and O) algorithm. The performances of the conventional P and O algorithm and the proposed algorithm are compared by using MATLAB/Simulink in terms of the tracking speed and steady-state oscillations. Additionally, both algorithms were experimentally validated through a digital signal processor (DSP)-based controlled-boost DC-DC converter. The experimental results show that the proposed algorithm performs with a shorter tracking time, smaller output power oscillation, and higher efficiency, compared with the conventional P and O algorithm.
引用
收藏
页数:17
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