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Exponential stabilization for a class of nonlinear parabolic PDE systems via fuzzy control approach

  • Huai Ning Wu*
  • , Jun Wei Wang
  • , Han Xiong Li
  • *Corresponding author for this work
  • Beihang University
  • City University of Hong Kong

Research output: Contribution to journalArticlepeer-review

Abstract

This paper deals with the exponential stabilization problem for a class of nonlinear spatially distributed processes that are modeled by semilinear parabolic partial differential equations (PDEs), for which a finite number of actuators are used. A fuzzy control design methodology is developed for these systems by combining the PDE theory and the Takagi-Sugeno (T-S) fuzzy-model-based control technique. Initially, a T-S fuzzy parabolic PDE model is proposed to accurately represent a semilinear parabolic PDE system. Then, based on the T-S fuzzy model, a Lyapunov technique is used to design a continuous fuzzy state feedback controller such that the closed-loop PDE system is exponentially stable with a given decay rate. The stabilization condition is presented in terms of a set of spatial differential linear matrix inequalities (SDLMIs). Furthermore, a recursive algorithm is presented to solve the SDLMIs via the existing linear matrix inequality optimization techniques. Finally, numerical simulations on the temperature profile control of a catalytic rod are given to verify the effectiveness of the proposed design method.

Original languageEnglish
Article number6061953
Pages (from-to)318-329
Number of pages12
JournalIEEE Transactions on Fuzzy Systems
Volume20
Issue number2
DOIs
StatePublished - Apr 2012

Keywords

  • Exponential stability
  • Takagi-Sugeno (T-S) fuzzy model
  • fuzzy control
  • linear matrix inequalities (LMIs)
  • spatially distributed processes

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