• DocumentCode
    718684
  • Title

    Data-driven method for fault isolation in technical systems

  • Author

    Zhirabok, Alexey ; Pavlov, Sergey

  • Author_Institution
    Dept. of Autom. & Control, Far Eastern Fed. Univ., Vladivostok, Russia
  • fYear
    2015
  • fDate
    21-23 May 2015
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    The paper is devoted to the problem of fault isolation in technical systems described by nonlinear dynamic models containing non-smooth nonlinearities. So-called “model-free” or “data-driven” method is used to solve the problem. The feature of this method is that parameters of the system under consideration may be unknown. The algebra of functions is used to solve the problem under consideration.
  • Keywords
    fault diagnosis; isolation technology; nonlinear dynamical systems; data-driven method; fault isolation; model-free method; nonlinear dynamic models; nonsmooth nonlinearities; technical systems; Algebra; Automation; Decision making; Fault diagnosis; Kernel; Mathematical model; Nonlinear dynamical systems; algebra of functions; data-driven method; fault isolation; nonlinear dynamic systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Communications (SIBCON), 2015 International Siberian Conference on
  • Conference_Location
    Omsk
  • Print_ISBN
    978-1-4799-7102-2
  • Type

    conf

  • DOI
    10.1109/SIBCON.2015.7147169
  • Filename
    7147169
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=718684