• DocumentCode
    1975017
  • Title

    The identification of parameters for servo system model

  • Author

    Ma, Hongyan ; Wang, LiLing ; Su, Xiaobin ; Shen, Bo

  • Author_Institution
    Ind. & Commercial Coll., Hebei Univ., Baoding, China
  • fYear
    2011
  • fDate
    16-18 Sept. 2011
  • Firstpage
    2699
  • Lastpage
    2702
  • Abstract
    Aiming at the linear and nonlinear friction characteristics that servo control system present, this paper brings up a novel identification approach, which decouples the servo system into a combination of a linear component and a nonlinear component in identification process. The system is converted to a structure which is a linear model plus a nonlinear feedback model. In order to avoid the effects of nonlinear friction and obtain the accurate model of linear component, two-set non-zero-crossing velocity square waves are used to excite the system response characteristics. The respective differences of the input and output signals of these two-set square waves are utilized as the identification signals to estimate the parameters of the linear model. Based on the obtained linear model of the system, the steady-state velocity outputs are used to determine the magnitudes of Coulomb friction. The results of simulation have proved the reliability of the model and the identification method.
  • Keywords
    least squares approximations; servomechanisms; Coulomb friction; linear model; nonlinear component; nonlinear feedback model; parameters identification; servo system model; steady-state velocity outputs; two-set square waves; Analytical models; Computational modeling; Educational institutions; Friction; Least squares methods; Mathematical model; Servomotors; nonlinear frictiong; servo system; the identification of parameters;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrical and Control Engineering (ICECE), 2011 International Conference on
  • Conference_Location
    Yichang
  • Print_ISBN
    978-1-4244-8162-0
  • Type

    conf

  • DOI
    10.1109/ICECENG.2011.6057144
  • Filename
    6057144