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Adaptive sliding mode fault-tolerant control for type-2 fuzzy systems with distributed delays

  • Yue Zhao
  • , Jiahui Wang
  • , Fei Yan*
  • , Yi Shen
  • *Corresponding author for this work
  • School of Astronautics, Harbin Institute of Technology
  • Harbin Engineering University
  • Southwest Jiaotong University

Research output: Contribution to journalArticlepeer-review

Abstract

In this paper, the problem of sliding-mode fault-tolerant control is addressed for a class of uncertain nonlinear systems with distributed delays and parameter perturbations. By using interval type-2 Takagi–Sugeno (T–S) fuzzy models, the nonlinear systems are formulated, of which uncertain parameters and distributed state delays are represented in a unified type-2 fuzzy framework. In order to tackle with the uncertain parameters in pre-designed membership functions, an adaptive mechanism is utilized to manage the time-varying weightings corresponding to the upper membership functions. A simple linear sliding surface subject to several solvable matrix inequalities is designed by using a reduced-order system. To guarantee the stability of the overall dynamic system, an adaptive sliding mode controller is designed, which can compensate for both uncertainties and distributed delays. Finally, a truck-trailer model system is used in simulations to verify the applicability and effectiveness of the control and estimation schemes.

Original languageEnglish
Pages (from-to)227-238
Number of pages12
JournalInformation Sciences
Volume473
DOIs
StatePublished - Jan 2019
Externally publishedYes

Keywords

  • Adaptive control
  • Fault tolerance
  • Fuzzy sets
  • Sliding mode control
  • Time-delay systems.

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