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首页> 外文期刊>Solar Energy >Energy reshaping based passive fractional-order PID control design and implementation of a grid-connected PV inverter for MPPT using grouped grey wolf optimizer
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Energy reshaping based passive fractional-order PID control design and implementation of a grid-connected PV inverter for MPPT using grouped grey wolf optimizer

机译:基于能量重整的无源分数阶PID控制设计和使用分组灰狼优化器的MPPT并网光伏逆变器的实现

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摘要

This paper designs a novel passive fractional-order proportional-integral-derivative (PFoPID) controller for a grid-connected photovoltaic (PV) inverter via energy reshaping, such that the maximum power point tracking (MPPT) can be achieved through perturb and observe (P&O) technique under different atmospheric conditions. Based on the passivity theory, a storage function associated with the DC-link voltage and DC-link current, as well as q-axis current is firstly constructed for the PV system, in which the physical property (e.g., heat produced on resistors) of each term is thoroughly investigated and analyzed while the beneficial terms are carefully retained in order to fully exploit the essential characteristics of the PV system. Then, the remaining energy of the storage function is reshaped via an additional input in the context of fractional-order PID (FoPID) control framework, which control parameters are optimally tuned by grouped grey wolf optimizer (GGWO), such that an optimal control performance can be realized. Four case studies, including the solar irradiation variation, temperature variation, power grid voltage drop, and PV inverter parameter uncertainties, are carried out. Simulation results verify the effectiveness and advantages of PFoPID control in comparison to that of conventional PID control, fractional-order PID (FoPID) control, and passivity-based control (PBC), respectively. Lastly, a dSpace based hardware-in-loop (HIL) experiment is undertaken to validate the implementation feasibility of the proposed approach.
机译:本文设计了一种新颖的无源分数阶比例积分微分(PFoPID)控制器,用于通过能量整形的并网光伏(PV)逆变器,从而可以通过扰动和观察来实现最大功率点跟踪(MPPT)( P&O)技术在不同的大气条件下。基于无源理论,首先为光伏系统构建了与直流母线电压和直流母线电流以及q轴电流相关的存储函数,该存储函数具有物理特性(例如,电阻上产生的热量)对每个术语的术语进行了彻底的调查和分析,同时仔细保留了有益的术语,以便充分利用光伏系统的基本特征。然后,在小数阶PID(FoPID)控制框架的上下文中,通过附加输入来重新调整存储功能的剩余能量,该控制参数由成组的灰狼优化器(GGWO)进行了优化调整,从而获得了最佳控制性能可以实现。进行了四个案例研究,包括太阳辐射变化,温度变化,电网压降和PV逆变器参数不确定性。仿真结果分别验证了PFoPID控制的有效性和优点,与常规PID控制,分数阶PID(FoPID)控制和基于无源控制(PBC)相比。最后,进行了基于dSpace的硬件在环(HIL)实验,以验证该方法的实现可行性。

著录项

  • 来源
    《Solar Energy》 |2018年第8期|31-46|共16页
  • 作者单位

    Faculty of Electric Power Engineering, Kunming University of Science and Technology;

    College of Electric Power, South China University of Technology,Guangdong Key Laboratory of Clean Energy Technology;

    Faculty of Electric Power Engineering, Kunming University of Science and Technology;

    Faculty of Electric Power Engineering, Kunming University of Science and Technology;

    Faculty of Electric Power Engineering, Kunming University of Science and Technology;

    Department of Electrical Engineering & Electronics, University of Liverpool;

    Department of Electrical Engineering & Electronics, University of Liverpool;

  • 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

    Photovoltaic inverter; MPPT; Passivity; Fractional-order PID control; Energy reshaping;

    机译:光伏逆变器;MPPT;无源性;分阶PID控制;能量整形;

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