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

Research output: Contribution to journalArticlepeer-review

26 Scopus citations

Abstract

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.

Original languageEnglish
Pages (from-to)1940-1952
Number of pages13
JournalIEEE Transactions on Fuzzy Systems
Volume31
Issue number6
DOIs
StatePublished - 1 Jun 2023
Externally publishedYes

Keywords

  • Actor-critic (A-C) architecture
  • adaptive fuzzy control
  • output hysteresis
  • switched nonlinear systems

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