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Efficiency analysis of a multi-fuzzy logic controller for the determination of operating points in a PV system

机译:用于确定光伏系统中工作点的多模糊逻辑控制器的效率分析

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摘要

Photovoltaic power characteristics have multiple local and global maximum power operating points due to nonlinear solar insolation. To track the operating point exactly, suitable algorithm is needed. In this paper, a new multi-fuzzy logic based maximum power point tracking controller is proposed and the tracking performance is examined with one day solar insolation data. The proposed algorithm follows current control for better performance of the converter. The output of the proposed method, that is the reference current, controls the DC-DC boost converter as per the changes of photovoltaic power, voltage, and converter duty cycle. Implementation is done in MATLAB/Simulink and the PV power is evaluated and its characteristics are compared. The comparative analysis with fuzzy logic controller and P&O algorithm shows that, the proposed controller takes less time to settle at the maximum power operating point, eliminated oscillation around the operating point and also reduced the steady state error by 1.29% and 1.76% respectively.
机译:由于太阳光的非线性,光伏功率特性具有多个局部和全局最大功率工作点。为了精确地跟踪工作点,需要合适的算法。本文提出了一种基于多模糊逻辑的最大功率点跟踪控制器,并利用一天的日照数据对跟踪性能进行了研究。所提出的算法遵循电流控制以提高转换器的性能。所提出方法的输出,即参考电流,根据光伏功率,电压和转换器占空比的变化来控制DC-DC升压转换器。在MATLAB / Simulink中完成了实现,并评估了PV功率并比较了其特性。与模糊逻辑控制器和P&O算法的比较分析表明,所提出的控制器花费更少的时间来稳定最大功率工作点,消除了工作点周围的振荡,并且分别将稳态误差降低了1.29%和1.76%。

著录项

  • 来源
    《Solar Energy》 |2014年第1期|77-87|共11页
  • 作者

    R. Rajesh; M. Carolin Mabel;

  • 作者单位

    Department of Electrical and Electronics Engineering, St. Xavier's Catholic College of Engineering. Chunkankadai 629003, Tamilnadu, India;

    Department of Electrical and Electronics Engineering, St. Xavier's Catholic College of Engineering. Chunkankadai 629003, Tamilnadu, India;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);美国《生物学医学文摘》(MEDLINE);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Multi-fuzzy logic; MPPT controller; PV system; Current control;

    机译:多模糊逻辑MPPT控制器;光伏系统电流控制;

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