• DocumentCode
    2615434
  • Title

    A Single Neuron Self-Adaptive PID Controller of Brushless DC Motor

  • Author

    Wang, Maoli ; Cheng, Guanghe ; Kong, Xiangxin

  • Author_Institution
    Shandong Comput. Sci. Center, Shandong Provincial Key Lab. of Comput. Network, Jinan, China
  • Volume
    1
  • fYear
    2011
  • fDate
    6-7 Jan. 2011
  • Firstpage
    262
  • Lastpage
    266
  • Abstract
    This paper presents the Neuron Self-adaptive PID control of Brushless DC (BLDC) Motor. It is difficult to tune the parameters and get satisfied control characteristics by using normal PID controller. As the single neuron has the ability of self-learning, the simple structure and it is easy for computing, In order to control the BLDC motor, a single neuron self-adaptive PID controller is designed as the controller of the BLDC motor. The experimental results verify that a single neuron self-adaptive PID controller has better control performance than the normal PID controller.
  • Keywords
    adaptive control; brushless DC motors; machine control; neurocontrollers; three-term control; brushless DC motor; normal PID controller; single neuron self-adaptive PID controller; Brushless DC motors; Mathematical model; Neurons; Permanent magnet motors; Torque; BLDC motor; PID; self-adaptive control; single neuron;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Measuring Technology and Mechatronics Automation (ICMTMA), 2011 Third International Conference on
  • Conference_Location
    Shangshai
  • Print_ISBN
    978-1-4244-9010-3
  • Type

    conf

  • DOI
    10.1109/ICMTMA.2011.70
  • Filename
    5720771