• DocumentCode
    165157
  • Title

    Fault detection based on linear quadratic control performance in nonlinear systems

  • Author

    Serbak, Vladimir ; Liscinsky, Pavol

  • Author_Institution
    Dept. of Cybern. & Artificial Intell., Tech. Univ. of Kosice, Kosice, Slovakia
  • fYear
    2014
  • fDate
    28-30 May 2014
  • Firstpage
    517
  • Lastpage
    521
  • Abstract
    This paper proposes a design approach of a simple algorithm detection system based on evaluating of LQ control performance index values, that is applicable on nonlinear dynamical systems described by Takagi-Sugeno model. The same approach has been used for linear dynamical system, however the question was, whether this method could be modified and applied in nonlinear system. Arbitrary state space control is recalculated to obtain parameters of equivalent LQ control, that are used in fault detection. A simulation example is used to describe the process of design of the fault detection system applied on a nonlinear dynamical system described by Takagi-Sugeno model.
  • Keywords
    control system synthesis; fault tolerant control; linear quadratic control; nonlinear dynamical systems; performance index; state-space methods; Takagi-Sugeno model; arbitrary state space control; equivalent LQ control; fault detection system design; linear dynamical system; linear quadratic control performance; nonlinear dynamical systems; performance index values; Actuators; Fault detection; Nonlinear systems; Performance analysis; Takagi-Sugeno model; Vectors; LQ control; Takagi-Sugeno models; fault detection; fault tolerant control; fuzzy control; linear matrix inequalities;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (ICCC), 2014 15th International Carpathian
  • Conference_Location
    Velke Karlovice
  • Print_ISBN
    978-1-4799-3527-7
  • Type

    conf

  • DOI
    10.1109/CarpathianCC.2014.6843659
  • Filename
    6843659