• DocumentCode
    128775
  • Title

    Design of the Nonlinear Predictive Functional Controller for turntable servo system

  • Author

    Zhang Qian ; Wang Qunjing ; Li Guoli

  • Author_Institution
    Sch. of Electr. Eng. & Autom., Anhui Univ., Hefei, China
  • fYear
    2014
  • fDate
    9-11 June 2014
  • Firstpage
    2127
  • Lastpage
    2132
  • Abstract
    The accurate modeling and precise control are both challenging problems in the control of turntable. In this paper, the global optimization predictive controller based on Nonlinear Predictive Functional Control (NPFC) and Hammerstein model is proposed especially to the servo turntable, using the modified two-step method. One kind of PFC controller, which contains the matrix operation and state space equation, is used to the dynamic linear part of the Hammerstein system. Then a global optimization, is realized by the Genetic Algorithm (GA). In order to apply the above NPFC algorithm, a precise nonlinear Hammerstein model of servo turntable is built though the approach of RLS-PSO parameters identification. The simulation results show the effectiveness of modeling method and control algorithm against the servo system.
  • Keywords
    control system synthesis; genetic algorithms; nonlinear control systems; predictive control; servomechanisms; state-space methods; Hammerstein system; NPFC algorithm; PFC controller; RLS-PSO parameters identification; control algorithm; dynamic linear part; genetic algorithm; global optimization predictive controller; matrix operation; nonlinear Hammerstein model; nonlinear predictive functional controller design; precise control; servo turntable; state space equation; turntable control; turntable servo system; two-step method; Educational institutions; Mathematical model; Optimization; Prediction algorithms; Predictive models; Servomotors; Hammerstein model; nonlinear predictive functional control; parameter identification; turntable;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Electronics and Applications (ICIEA), 2014 IEEE 9th Conference on
  • Conference_Location
    Hangzhou
  • Print_ISBN
    978-1-4799-4316-6
  • Type

    conf

  • DOI
    10.1109/ICIEA.2014.6931523
  • Filename
    6931523