• DocumentCode
    2479049
  • Title

    Feedback control of dissipative PDE systems in the presence of uncertainty and noise using extended Kalman filter

  • Author

    Pitchaiah, Sivakumar ; Armaou, Antonios

  • Author_Institution
    Dept. of Chem. Eng., Pennsylvania State Univ., University Park, PA, USA
  • fYear
    2009
  • fDate
    10-12 June 2009
  • Firstpage
    2464
  • Lastpage
    2469
  • Abstract
    This article focuses on dynamic output feedback and robust control of quasi linear parabolic partial differential equations (PDE) systems with time-varying uncertain variables. Especially processes that are described by dissipative PDEs are considered. The states of the process required for designing controllers are dynamically estimated from limited number of noisy process measurements employing an Extended Kalman filter. The issue of utilizing these estimated states in a robust controller to achieve the desired process objective is investigated. The controller design needs to address both model uncertainty and sensor noise. The methodology is employed on an representative example wherein the desired objective is to stabilize an unstable operating point in a catalytic rod, where an exothermic reaction occurs. A finite dimensional robust controller, utilizing dynamically estimated states, is used to successfully stabilize the process to an open-loop unstable steady-state.
  • Keywords
    Kalman filters; control system synthesis; feedback; nonlinear filters; open loop systems; partial differential equations; time-varying systems; uncertain systems; dissipative PDE systems; dynamic output feedback control; extended Kalman filter; finite dimensional robust controller; open-loop unstable steady-state; quasilinear parabolic partial differential equations; robust control; sensor noise; time-varying uncertain variables; Feedback control; Noise robustness; Open loop systems; Output feedback; Partial differential equations; Process design; Robust control; State estimation; Time varying systems; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference, 2009. ACC '09.
  • Conference_Location
    St. Louis, MO
  • ISSN
    0743-1619
  • Print_ISBN
    978-1-4244-4523-3
  • Electronic_ISBN
    0743-1619
  • Type

    conf

  • DOI
    10.1109/ACC.2009.5160736
  • Filename
    5160736