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Adaptive Fuzzy Optimal Control for Switched Nonlinear Systems With Output Hysteresis

  • Licheng Zheng
  • , Zhi Liu
  • , C. L.Philip Chen
  • , Yun Zhang
  • , Zongze Wu
  • , Shengli Xie
  • Guangdong University of Technology
  • The Guangdong-HongKong-Macao Joint Laboratory for Smart Discrete Manufacturing
  • South China University of Technology
  • Dalian Maritime University

科研成果: 期刊稿件文章同行评审

27 引用 (Scopus)

摘要

This article investigates a class of switched nonlinear systems with output hysteresis, where the switching signal is arbitrary. The considered output hysteresis nonlinearity is captured by the Bouc-Wen model, which causes an uncertain gain that imposes a significant challenge on our control design. To overcome this problem, we propose an adaptive fuzzy optimal control scheme. In our scheme, the Nussbaum gain technique is used to compensate for output hysteresis, and, at each iteration, the actor-critic structure is progressively feedback and adjusted to design the optimal controller. Finally, our proposed design scheme can guarantee the stability of the nonlinear switched systems, which is demonstrated in the simulation results.

源语言英语
页(从-至)1940-1952
页数13
期刊IEEE Transactions on Fuzzy Systems
31
6
DOI
出版状态已出版 - 1 6月 2023
已对外发布

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