• DocumentCode
    2495804
  • Title

    PID Parameters Tuning Method by Particle Swarm Optimization with Chaotic Disturbance

  • Author

    Huidang, Zhang ; Yubo, Tan ; Yuyao, He

  • Author_Institution
    Coll. of Inf. Sci. & Technol., Henan Univ. of Technol., Zhengzhou, China
  • Volume
    2
  • fYear
    2010
  • fDate
    24-25 April 2010
  • Firstpage
    39
  • Lastpage
    42
  • Abstract
    This paper proposes a new PID parameter tuning method using Chaotic Particle Swarm Optimization (CPSO) with ICMIC. The method is implemented into the PID tuning of the position control system, where the transfer function represents a plant model of a servo system. The PID parameter is computed by CPSO-based, PSO-based and ZN-based PID tuning method according to the obtained model, respectively. The simulation results show the effectiveness of the proposed tuning method, and are compared with the classical PSO and Ziegler-Nichols.
  • Keywords
    adaptive control; particle swarm optimisation; position control; servomechanisms; three-term control; transfer functions; CPSO-based PID tuning; ICMIC; PID parameters tuning; ZN-based PID tuning; chaotic disturbance; chaotic particle swarm optimization; position control system; servo system; transfer function; Chaos; Control systems; Motion control; Optimization methods; PD control; Particle swarm optimization; Pi control; Proportional control; Servomechanisms; Three-term control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia and Information Technology (MMIT), 2010 Second International Conference on
  • Conference_Location
    Kaifeng
  • Print_ISBN
    978-0-7695-4008-5
  • Electronic_ISBN
    978-1-4244-6602-3
  • Type

    conf

  • DOI
    10.1109/MMIT.2010.90
  • Filename
    5474318