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Optimal parameter design of fractional order control based INC-MPPT for PV system

机译:基于分数阶控制的INC-MPPT的光伏系统参数优化设计

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摘要

A comprehensive and straightforward methodology for optimal parameter design of Fractional Order control based Incremental Conductance (FOINC)-Maximum Power Point Tracking (MPPT) is developed in this paper. The main objective is to develop a more efficient, robust MPPT algorithm based on the integration between the fractional-order control and Incremental Conductance (INC) method. The integration between INC robustness and the accuracy of fractional-order can enhance the overall tracking performance in comparison to the conventional tracking techniques. Such integration ensures fast dynamics and high tracking accuracy for the Maximum Power Point (MPP) under tremendous climate variations. A small signal model for the whole system has been built to design the most appropriate order and gain of the fractional integrator for variable step size FOINC-MPPT. The ultimate gain (upper limit) of the controller has been specified properly via root locus plot before starting the optimization process to avoid falling in instability region. Radial Movement Optimization, as an optimization tool, is used for obtaining the optimal parameters of the fractional controller. The feasibility and effectiveness of the proposed FOINC-MPPT algorithm are validated under different climate conditions with slow and rapid changes in solar irradiance. Simulation results show that the proposed FOINC-MPPT algorithm is able to track the MPP accurately and rapidly in comparison with the conventional INC-based tracker.
机译:本文开发了一种基于分数阶控制的增量电导(FOINC)-最大功率点跟踪(MPPT)最优参数设计的全面直接的方法。主要目标是基于分数阶控制和增量电导(INC)方法之间的集成,开发一种更高效,更强大的MPPT算法。与常规跟踪技术相比,INC鲁棒性和分数阶精度之间的集成可以增强整体跟踪性能。这种集成可确保在极大的气候变化下最大功率点(MPP)的快速动态变化和高跟踪精度。已经建立了整个系统的小信号模型,以设计可变步长FOINC-MPPT的最合适阶数和分数积分器的增益。在开始优化过程之前,已通过根轨迹图正确指定了控制器的最终增益(上限),以避免掉入不稳定区域。径向运动优化作为一种​​优化工具,用于获取分数控制器的最佳参数。所提出的FOINC-MPPT算法的可行性和有效性在不同气候条件下太阳辐照度的缓慢和快速变化下得到了验证。仿真结果表明,与传统的基于INC的跟踪器相比,本文提出的FOINC-MPPT算法能够准确,快速地跟踪MPP。

著录项

  • 来源
    《Solar Energy》 |2018年第1期|650-664|共15页
  • 作者单位

    Prince Sattam Bin Abdulaziz Univ, Coll Engn Wadi Addawaser, Al Kharj, Saudi Arabia;

    Prince Sattam Bin Abdulaziz Univ, Coll Engn Wadi Addawaser, Al Kharj, Saudi Arabia;

    Prince Sattam Bin Abdulaziz Univ, Coll Engn Wadi Addawaser, Al Kharj, Saudi Arabia;

    Prince Sattam Bin Abdulaziz Univ, Coll Arts & Sci Wadi Addawaser, Dept Math, Al Kharj, Saudi Arabia;

  • 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

    Fractional calculus; MPPT; PV system; Energy efficiency; Optimization;

    机译:分数演算;MPPT;光伏系统;能效;优化;
  • 入库时间 2022-08-18 00:22:49

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