• DocumentCode
    3416933
  • Title

    Precise position tracking control based on adaptive neuron PID algorithm for automatic clutch driven by DC motor

  • Author

    Wang, Xudong ; Xie, Xianping ; Wu, Xiaogang ; Yu, Tengwei

  • Author_Institution
    Coll. of Electr. & Electron. Eng., Harbin Univ. of Sci. & Technol., Harbin
  • fYear
    2008
  • fDate
    3-5 Sept. 2008
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    For automatic clutch control system, precise and quick position tracking is difficult on account of its nonlinear character. A new clutch actuating mechanism with a whirl spring was devised for torque compensation to reduce the load of DC actuator and improve the dynamic performance of clutch control system firstly, and then a neuron adaptive PID controller with feedforward and adjustable gain was designed. The feedforward can accelerate the response of controller, and the weights of neuron adjust automatically through self-learning function so as to obtain adaptive control character, furthermore, PSD (proportion, sum and differentiation) algorithm was proposed to adjust its gain. The experiment results show that the position tracking error is smaller than that of common controller; and the controller can adapt the nonlinear change of clutch load and target engaging speed. It indicates that the controller has good robustness and can meet position tracking control command of clutch.
  • Keywords
    DC motors; adaptive control; clutches; feedforward; machine control; neurocontrollers; position control; three-term control; DC actuator; DC motor; adaptive neuron PID algorithm; adjustable gain; automatic clutch control system; clutch actuating mechanism; feedforward; precise position tracking control; proportion sum and differentiation algorithm; self-learning function; torque compensation; whirl spring; Adaptive control; Automatic control; Control systems; DC motors; Neurons; Nonlinear control systems; Programmable control; Target tracking; Three-term control; Torque control; PID control; PSD algorithm; automatic clutch; neuron; position tracking;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Vehicle Power and Propulsion Conference, 2008. VPPC '08. IEEE
  • Conference_Location
    Harbin
  • Print_ISBN
    978-1-4244-1848-0
  • Electronic_ISBN
    978-1-4244-1849-7
  • Type

    conf

  • DOI
    10.1109/VPPC.2008.4677409
  • Filename
    4677409