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Fuzzy-model-based decentralized dynamic-output-feedback H-infinity control for large-scale nonlinear systems with time-varying delays

机译:时滞大型非线性系统基于模糊模型的分散式动态输出反馈H-∞控制

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摘要

This paper concerns the problem of decentralized dynamic output feedback (DOF) H-infinity control for large-scale nonlinear systems with nonlinear interconnections and time-varying delays. Each nonlinear subsystem in the considered large-scale system is represented by a Takagi-Sugeno (T-S) model, and the time delay of each subsystem is assumed to be of an interval-like type. We propose a model transformation to reformulate the decentralized DOF H-infinity control problem into the context of input-output (IO) stability. By introducing a Lyapunov-Krasovskii functional (LKF) that all Lyapunov matrices are not required to be positive definite, and combining with the scaled small gain (SSG) theorem, less conservative results to the decentralized DOF H-infinity controller design of the large-scale T-S fuzzy system are derived in terms of linear matrix inequalities (LMIs). Two numerical examples are given to validate the advantage of the proposed method. (C) 2015 Elsevier B.V. All rights reserved.
机译:本文涉及具有非线性互连和时变时滞的大规模非线性系统的分散动态输出反馈(DOF)H无限控制问题。所考虑的大型系统中的每个非线性子系统都由Takagi-Sugeno(T-S)模型表示,并且每个子系统的时间延迟都假定为间隔式。我们提出了一种模型转换,将分散的自由度H-无穷大控制问题重新定义为输入输出(IO)稳定性的上下文。通过引入一个Lyapunov-Krasovskii泛函(LKF),不需要所有Lyapunov矩阵都是正定的,再结合比例缩放小增益(SSG)定理,可以将较大的离散度自由度H-无穷控制器设计的保守性降低。规模TS模糊系统是根据线性矩阵不等式(LMI)导出的。给出两个数值例子,验证了该方法的优越性。 (C)2015 Elsevier B.V.保留所有权利。

著录项

  • 来源
    《Neurocomputing》 |2016年第3期|1054-1065|共12页
  • 作者单位

    Harbin Inst Technol, Res Inst Intelligent Control & Syst, Harbin 150080, Peoples R China;

    Harbin Inst Technol, Res Inst Intelligent Control & Syst, Harbin 150080, Peoples R China;

    Harbin Inst Technol, Res Inst Intelligent Control & Syst, Harbin 150080, Peoples R China;

    King Abdulaziz Univ, Fac Engn, Dept Elect & Comp Engn, Jeddah 21589, Saudi Arabia;

    King Abdulaziz Univ, Fac Engn, Dept Elect & Comp Engn, Jeddah 21589, Saudi Arabia;

  • 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

    Large-scale fuzzy systems; Decentralized dynamic output feedback; H-infinity control; Time-varying delay;

    机译:大型模糊系统;分散动态输出反馈;H-∞控制;时变时滞;

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