• DocumentCode
    2308669
  • Title

    Design of stable fuzzy-observer-based residual generators for a class of nonlinear systems

  • Author

    Krokavec, D. ; Filasová, A. ; Hladký, V.

  • Author_Institution
    Dept. of Cybern. & Artificial Intell., Tech. Univ. of Kosice, Košice, Slovakia
  • fYear
    2011
  • fDate
    23-25 June 2011
  • Firstpage
    329
  • Lastpage
    334
  • Abstract
    One principle for designing fuzzy-observer-based fault residual generators for one class of continuous-time nonlinear MIMO system is treated in this paper. The problem addressed can be indicated as an approach given sufficient conditions for residual generator design based on fuzzy system state observers. The conditions are outlined in the terms of linear matrix inequalities to possess a stable structure closest to optimal asymptotic properties. Simulation results illustrate the design procedures and demonstrate the performance of the proposed residual generator.
  • Keywords
    MIMO systems; continuous time systems; fault diagnosis; fuzzy systems; linear matrix inequalities; nonlinear control systems; observers; stability; continuous-time nonlinear MIMO system; fault residual generators; linear matrix inequalities; stable fuzzy-observer design; Computational modeling; Generators; Mathematical model; Nonlinear dynamical systems; Observers; Symmetric matrices; Fault detection; convex optimization; fuzzy observers; linear matrix inequalities; residual generators;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Engineering Systems (INES), 2011 15th IEEE International Conference on
  • Conference_Location
    Poprad
  • Print_ISBN
    978-1-4244-8954-1
  • Type

    conf

  • DOI
    10.1109/INES.2011.5954768
  • Filename
    5954768