• DocumentCode
    1503410
  • Title

    Rule based identifier for unknown systems

  • Author

    Wang, H ; Jones, A.H.

  • Author_Institution
    Control Eng. Centre, Brunel Univ., Uxbridge, UK
  • Volume
    138
  • Issue
    5
  • fYear
    1991
  • fDate
    9/1/1991 12:00:00 AM
  • Firstpage
    500
  • Lastpage
    506
  • Abstract
    Deals with the problem of rule based identification for unknown systems. Several rules have been established which give a desirable estimate for the time delay, minimum structure order and unknown parameters, by using only one open-loop step response test. These rules actually adjust the poles and zeros of the proposed linear model to make its response as close as possible to that of the original open-loop system. It has also been shown that this method can be directly used to identify the unknown parameters of MIMO systems. Finally, this rule based identifier is applied to three real experimental systems: a jet engine speed control system (SISO), a temperature process control system (SISO) and a coupled electric drive control system (MIMO). For all the systems, desirable identification results have been obtained
  • Keywords
    identification; knowledge based systems; multivariable control systems; step response; MIMO systems; SISO; coupled electric drive control system; jet engine speed control system; linear model; open-loop step response test; open-loop system; rule based identification; temperature process control system; unknown systems;
  • fLanguage
    English
  • Journal_Title
    Control Theory and Applications, IEE Proceedings D
  • Publisher
    iet
  • ISSN
    0143-7054
  • Type

    jour

  • Filename
    92966