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An asymmetrical fuzzy-logic-control-based MPPT algorithm for photovoltaic systems

  • Chun Liang Liu
  • , Jing Hsiao Chen
  • , Yi Hua Liu*
  • , Zong Zhen Yang
  • *此作品的通信作者
  • National Taiwan University of Science and Technology
  • Industrial Technology Research Institute of Taiwan

研究成果: 期刊稿件 › 文章 › 同行評審

97 引文 斯高帕斯(Scopus)

摘要

In this paper, a fuzzy-logic-control (FLC) based maximum power point tracking (MPPT) algorithm for photovoltaic (PV) systems is proposed. The power variation and output voltage variation are chosen as inputs of the proposed FLC, which simplifies the calculation. Compared with the conventional perturb and observe (P&O) method, the proposed FLC-based MPPT can simultaneously improve the dynamic and steady state performance of the PV system. To further improve the performance of the proposed method, an asymmetrical membership function (MF) concept is also proposed. Two design procedures are proposed to determine the universe of discourse (UOD) of the input MF. Comparing with the proposed symmetrical FLC-based MPPT method, the transient time and the MPPT tracking accuracy are further improved by 42.8% and 0.06%, respectively.

原文英語
頁(從 - 到)2177-2193
頁數17
期刊Energies
卷7
發行號4
DOIs
出版狀態已出版 - 04 2014
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UN SDG

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