• DocumentCode
    3393451
  • Title

    Simulation of three-motor synchronous control system based on BP neural network

  • Author

    Zhao, Liang ; Liu, Xingqiao ; Chen, Chong ; Liu, Guohai ; Cheng, Li

  • Author_Institution
    Sch. of Electr. & Inf. Eng., Jiangsu Univ., Zhenjiang
  • fYear
    2008
  • fDate
    10-12 Oct. 2008
  • Firstpage
    1358
  • Lastpage
    1363
  • Abstract
    Multi-motor synchronous system is being widely applied in industrial field, in order to ulteriorly improve synchronous performance of multi-motor system, this paper presents a synchronous control system for three-motor which includes three intelligent PID controllers based on BP neural network arithmetic which adjusts the parameters of PID controllers on-line, and neuron decoupling compensator fulfilling open loop decoupling control of multi-variable to reduce mutual effect. The results of simulation indicates that the control system can get the optimal parameters of the PID controllers according to different running state of system, and has better performances of dynamic and static status comparing to traditional PID, and realizes better decoupling control of speed and tension in the system.
  • Keywords
    backpropagation; intelligent control; machine control; neurocontrollers; synchronous motors; three-term control; velocity control; BP neural network; intelligent PID controllers; multimotor synchronous system; neuron decoupling compensator; speed control; tension control; three-motor synchronous control system; Arithmetic; Control system synthesis; Control systems; Electrical equipment industry; Industrial control; Intelligent networks; Neural networks; Open loop systems; Optimal control; Three-term control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    System Simulation and Scientific Computing, 2008. ICSC 2008. Asia Simulation Conference - 7th International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4244-1786-5
  • Electronic_ISBN
    978-1-4244-1787-2
  • Type

    conf

  • DOI
    10.1109/ASC-ICSC.2008.4675584
  • Filename
    4675584