• DocumentCode
    1810695
  • Title

    Fuzzy logic control of variable time delay systems with a stability safe guard

  • Author

    Dawson, James G. ; Gao, Zhiqiang

  • Author_Institution
    Morrison Knudsen Corp., Cleveland, OH, USA
  • fYear
    1995
  • fDate
    28-29 Sep 1995
  • Firstpage
    347
  • Lastpage
    353
  • Abstract
    A closed loop control system incorporating fuzzy logic has been developed for a class of processes with unknown or variable time delay. A unique fuzzy logic controller structure with an efficient realization and a small rule base that can be easily implemented in existing industrial controllers has been proposed to compensate for the time delay without specifically taking into account the past inputs or requiring a predictive model. The fuzzy logic controller (FLC) consists of a rule base implementing a classical control strategy and an output membership adaptation mechanism to compensate for changes in the time delay. The FLC is applied to a tank temperature control problem and significant improvements in the system performance is observed in simulation. The FLC was also applied to plants with significant variations in parameters and the amount of delay. Robust performance was achieved through automatic online tuning. The stability of the FLC is investigated and a safe guard is established
  • Keywords
    delay systems; automatic online tuning; closed-loop control system; delay; fuzzy logic control; industrial controllers; output membership adaptation mechanism; predictive model; stability safe guard; tank temperature control; variable time delay systems; Control systems; Delay effects; Electrical equipment industry; Fuzzy logic; Industrial control; Predictive models; Robustness; Stability; System performance; Temperature control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Applications, 1995., Proceedings of the 4th IEEE Conference on
  • Conference_Location
    Albany, NY
  • Print_ISBN
    0-7803-2550-8
  • Type

    conf

  • DOI
    10.1109/CCA.1995.555728
  • Filename
    555728