• DocumentCode
    3190514
  • Title

    Design of fuzzy observer for a three tank system

  • Author

    Senthil, R. ; Prakash, J.

  • Author_Institution
    Department of Instrumentation Engineering, Madras Institute of Technology, Anna University, Chennai-44
  • fYear
    2005
  • fDate
    11-13 Dec. 2005
  • Firstpage
    83
  • Lastpage
    85
  • Abstract
    In this paper, the authors have presented an approach for designing a non-linear observer to estimate the states of a noisy dynamic system (Three-tank system). The three tank system is regarded as a valuable experimental setup for investigating nonlinear multivariable feedback control as well as fault diagnosis. The authors make use of kalman filter theory to design a state estimator for noisy discrete time Takagi-Sugeno (T-S) fuzzy models. The effectiveness of the proposed state estimator has been demonstrated on a three-tank system.
  • Keywords
    Fuzzy observer; Kalman filter; Non-linear state estimation; Chemical processes; Continuous-stirred tank reactor; Fault diagnosis; Feedback control; Fuzzy systems; Inductors; Nonlinear dynamical systems; Observers; State estimation; Takagi-Sugeno model; Fuzzy observer; Kalman filter; Non-linear state estimation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    INDICON, 2005 Annual IEEE
  • Print_ISBN
    0-7803-9503-4
  • Type

    conf

  • DOI
    10.1109/INDCON.2005.1590129
  • Filename
    1590129