• DocumentCode
    477506
  • Title

    Self-Adapting Fuzzy-PID Control of Variable Universe in the Non-linear System

  • Author

    Gao, Mingqian ; He, Shanghong

  • Author_Institution
    Sch. Automobile & Mech. Eng., Changsha Univ. of Sci. & Technol., Changsha
  • Volume
    1
  • fYear
    2008
  • fDate
    20-22 Oct. 2008
  • Firstpage
    473
  • Lastpage
    478
  • Abstract
    To solve the non-linear system control problem in the hydraulic servo control system, the self-adapting fuzzy-PID control of variable universe is introduced. By analyzing the phase plane characteristics of step response, the fuzzy control rule base which decreased cases of relying on experts´ experience was established. According to error variety, the discourse universe of the input and output fuzzy sets was adjusted to get the precise PID parameters on line. The simulation results show that this method is superior to general fuzzy-PID control. It can efficiently reduce the steady-state error and has stronger interference immunity. The experiment result of the hydraulic servo test-bed farther validates the better control performance of the proposed method.
  • Keywords
    fuzzy control; fuzzy set theory; hydraulic control equipment; nonlinear control systems; servomechanisms; step response; three-term control; fuzzy sets; hydraulic servo control system; interference immunity; nonlinear system control problem; self-adapting fuzzy-PID control; step response; variable universe; Automatic control; Control systems; Fuzzy control; Fuzzy logic; Fuzzy set theory; Fuzzy sets; Mechanical variables control; Nonlinear control systems; Shape control; Three-term control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Computation Technology and Automation (ICICTA), 2008 International Conference on
  • Conference_Location
    Hunan
  • Print_ISBN
    978-0-7695-3357-5
  • Type

    conf

  • DOI
    10.1109/ICICTA.2008.327
  • Filename
    4659530