• DocumentCode
    1808923
  • Title

    Parametric identification of non-linear systems

  • Author

    Padhy, P.K. ; Majhi, S.

  • Author_Institution
    Dept. of Electron. & Commun. Eng., Indian Inst. of Technol., Guwahati, India
  • fYear
    2004
  • fDate
    20-22 Dec. 2004
  • Firstpage
    220
  • Lastpage
    224
  • Abstract
    In this paper a new identification method is proposed for a class of non-linear systems. A linearized second order process model with time delay for the nonlinear system is identified using a relay test. Using some transformation it has been shown that the linearized process model faithfully represents the non-linear system. Lyapunov stability criterion is used to check the stability of the linearized model. To show effectiveness of the identification method, parameters of a PID controller have been found based on loop phase margin and gain margin criteria. Simulation results of a non-linear system show usefulness of the proposed identification method.
  • Keywords
    Lyapunov methods; delays; limit cycles; linearisation techniques; nonlinear control systems; parameter estimation; stability criteria; three-term control; Lyapunov stability criterion; PID controller; gain margin criteria; identification method; limit cycle; linearized second order process model; loop phase margin; nonlinear system; parametric identification; relay test; time delay; Amplitude estimation; Control system synthesis; Control systems; Limit-cycles; Nonlinear control systems; Relays; Stability; Steady-state; Three-term control; Transfer functions;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    India Annual Conference, 2004. Proceedings of the IEEE INDICON 2004. First
  • Print_ISBN
    0-7803-8909-3
  • Type

    conf

  • DOI
    10.1109/INDICO.2004.1497742
  • Filename
    1497742