• DocumentCode
    2201064
  • Title

    Research on PID Control Algorithm of BP Network based on Two Axis Digital Control Turntable

  • Author

    Hao, Jie ; Zhang, Wenxiang ; Ling, Mingqing

  • Author_Institution
    Zhejiang Wanli Univ., Ningbo, China
  • fYear
    2010
  • fDate
    June 29 2010-July 1 2010
  • Firstpage
    2233
  • Lastpage
    2238
  • Abstract
    Under the research context of two axis digital control turntable, this paper has set up a mathematical model of control system of turntables. Proceeding from such model, it has made an analysis on the deficiencies of classical PID control during turntable control. Against the feature of PID parameters difficult to be tuned, the neural network is thus introduced in the optimizing process of turncontrol PID parameters, during which PID controller is designed based on BP network. In addition, the PID algorithm control based on BP network is simulated with results indicating PID controller designed so featuring high tracking accuracy, stable performance and strong robustness, which provides a solution to the problem of inadequate precision required by classic PID control as regards to the control precision.
  • Keywords
    backpropagation; control system synthesis; digital control; electric drives; neurocontrollers; optimisation; three-term control; tracking; BP network; PID algorithm control; PID control algorithm; PID controller design; control system; neural network; optimizing process; tracking accuracy; turncontrol PID parameters; turntable control; two axis digital control turntable; Artificial neural networks; Computers; Digital control; Mathematical model; Servomotors; Torque; Axis Digital Control Turntable; BP network; PID control; neural network;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer and Information Technology (CIT), 2010 IEEE 10th International Conference on
  • Conference_Location
    Bradford
  • Print_ISBN
    978-1-4244-7547-6
  • Type

    conf

  • DOI
    10.1109/CIT.2010.385
  • Filename
    5578336