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Improved criteria for the stabilization of T-S fuzzy systems with actuator failures via a sampled-data fuzzy controller

机译:通过采样数据模糊控制器,改进了具有执行器故障的T-S模糊系统的标准

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摘要

This paper studies a problem of the sampled-data stabilization for Takagi-Sugeno fuzzy systems with actuator failures. An improved Lyapunov functional is constructed, which is dependent on the fuzzy membership functions FMFs and includes the sampling states with two sampling instants. A new integral term including the FMFs is introduced into this Lyapunov functional for the first time. Each term in this Lyapunov functional need not be positive, but it should be positive at sampling instants. The variation range of the FMFs is taken into account in dealing with the derivative of this Lyapunov functional as well. Then, improved stabilization criteria guaranteeing a larger sampling interval are obtained by applying the developed fuzzy controller. Simulation examples are given to illustrate the effectiveness and less conservatism of the proposed method. (C) 2019 Elsevier B.V. All rights reserved.
机译:本文研究了具有执行器故障的Takagi-Sugeno模糊系统的采样数据稳定问题。构造了一种改进的Lyapunov功能,这取决于模糊隶属函数FMFS,并包括具有两个采样瞬间的采样状态。第一次将包括FMFS的新积分术语引入这个Lyapunov功能。这个Lyapunov功能中的每个术语都不需要积极,但它应该是积极的,在抽样瞬间。在处理Lyapunov功能的衍生方面也考虑了FMFS的变化范围。然后,通过应用显影的模糊控制器获得了保证更大的采样间隔的改进的稳定标准。给出了模拟实例来说明所提出的方法的有效性和更少的保守。 (c)2019 Elsevier B.v.保留所有权利。

著录项

  • 来源
    《Fuzzy sets and systems》 |2020年第1期|154-169|共16页
  • 作者单位

    Nanjing Univ Sci & Technol Sch Automat Nanjing 210094 Jiangsu Peoples R China|Yeungnam Univ Dept Elect Engn 280 Daehak Ro Kyongsan 38541 South Korea;

    Nanjing Univ Sci & Technol Sch Automat Nanjing 210094 Jiangsu Peoples R China;

    Yeungnam Univ Dept Elect Engn 280 Daehak Ro Kyongsan 38541 South Korea;

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

    Sampled-data control; Actuator failures; Fuzzy membership functions;

    机译:采样数据控制;执行器故障;模糊会员函数;

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