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Spatially Piecewise Fuzzy Control Design for Sampled-Data Exponential Stabilization of Semi-linear Parabolic PDE Systems

  • Jun-Wei Wang*
  • , Shun-Hung Tsai*
  • , Han-Xiong Li
  • , Hak-Keung Lam
  • *Corresponding author for this work

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Abstract

    This paper employs a Takagi-Sugeno (T-S) fuzzy partial differential equation (PDE) model to solve the problem of sampled-data exponential stabilization in thesense of spatial Lnorm ∥⋅∥ for a class of nonlinear parabolic distributed parameter systems (DPSs), where only a few actuators and sensorsare discretely distributed in space. Initially, a T-S fuzzy PDE model isassumed to be derived by the sector nonlinearity method to accurately describe complex spatiotemporal dynamics of the nonlinear DPSs. Subsequently, a staticsampled-data fuzzy local state feedback controller is constructed based on theT-S fuzzy PDE model. By constructing an appropriate Lyapunov–Krasovskii functional candidate and employing vector-valued Wirtinger’s inequalities, avariation of vector-valued Poincaré–Wirtinger inequality in 1D spatial domain, as well as avector valued Agmon’s inequality, it is shown that the suggested sampled-datafuzzy controller exponentially stabilizes the nonlinear DPSs in the sense of ∥⋅∥, if sufficient conditions presented in term of standard linear matrix inequalities (LMIs) arefulfilled. Moreover, an LMI relaxation technique is utilized to enhance exponential stabilization ability of the suggested sampled-data fuzzy controller. Finally,the satisfactory and better performance of the suggested sampled-data fuzzy controller are demonstrated by numerical simulation results of two examples.

    Original languageEnglish
    Pages (from-to)2967-2980
    JournalIEEE Transactions on Fuzzy Systems
    Volume26
    Issue number5
    Online published27 Feb 2018
    DOIs
    Publication statusPublished - Oct 2018

    Research Keywords

    • Agmon's inequality
    • distributed parameter systems
    • exponential stability
    • Sampled-data control
    • Takagi-Sugeno fuzzy partial differential equation model

    RGC Funding Information

    • RGC-funded

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