• DocumentCode
    3339382
  • Title

    A fuzzy auto-tuning PID temperature controller

  • Author

    Jing, Li-Xia ; Zhao, Cheng

  • Author_Institution
    Dept. of Comput. Sci. & Applic., Zhengzhou Inst. of Aeronaut. Ind. Manage., Zhengzhou, China
  • Volume
    1
  • fYear
    2009
  • fDate
    14-16 Aug. 2009
  • Firstpage
    215
  • Lastpage
    220
  • Abstract
    In order to control systems that contain nonlinearities or uncertainties, control strategies must deal with the effects of these. Since most control methods based on mathematical models have been mainly focused on stability robustness against nonlinearities or uncertainties, they are limited in their ability to improve the transient responses. In this paper, a nonlinear fuzzy auto-tuning PID control method is built, which can stably improve the transient responses of systems disturbed by nonlinearities or unknown mathematical characteristics. Although the derivation of the control law is based on the design procedure for general fuzzy logic controllers, the resultant control algorithm has analytical form with time varying PID gains rather than linguistic form. This means the proposed method can be easily and effectively applied to real-time control situations. It will be implemented by using an ARM processor LPC2210 from Philips. Control simulations are carried out to evaluate the transient performance of the suggested method through example systems, by comparing its responses with the nonlinear fuzzy PID control method.
  • Keywords
    control system synthesis; fuzzy control; nonlinear control systems; robust control; temperature control; three-term control; time-varying systems; uncertain systems; fuzzy logic controller design; nonlinear fuzzy autotuning PID control system; real-time control situation; stability robustness; temperature controller; time varying gain; transient response; uncertainty control; Algorithm design and analysis; Control nonlinearities; Control systems; Fuzzy control; Fuzzy systems; Nonlinear control systems; Robust stability; Temperature control; Three-term control; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    IT in Medicine & Education, 2009. ITIME '09. IEEE International Symposium on
  • Conference_Location
    Jinan
  • Print_ISBN
    978-1-4244-3928-7
  • Electronic_ISBN
    978-1-4244-3930-0
  • Type

    conf

  • DOI
    10.1109/ITIME.2009.5236430
  • Filename
    5236430