• DocumentCode
    2284440
  • Title

    Neural Network Hysteresis Control of three-phase Switched Capacitor Active Power Filter

  • Author

    Wang, Ping ; Xin, Aiqin ; Zou, Yu

  • Author_Institution
    Sch. of Electr. Eng. & Autom., Tianjin Univ.
  • fYear
    2006
  • fDate
    12-14 Nov. 2006
  • Firstpage
    256
  • Lastpage
    259
  • Abstract
    The switched capacitor active filter is different from the traditional active filter. It removes the requirement for a large current or voltage source, which leads to the reduction in cost and in physical size. A control method that combines the neural network technology with the hysteresis band technology is presented. Through training the neural network can learn the control rules by itself and can replace the real hysteresis comparator in power converter control. The computer simulation results show this filter´s advantage.
  • Keywords
    active filters; hysteresis; neural nets; switched capacitor filters; hysteresis band technology; hysteresis comparator; hysteresis control; neural network technology; power converter control; switched capacitor active power filter; Active filters; Control systems; Hysteresis; Neural networks; Power capacitors; Power electronics; Power harmonic filters; Switched capacitor networks; Switches; Switching circuits;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Power Electronics Systems and Applications, 2006. ICPESA '06. 2nd International Conference on
  • Conference_Location
    Hong Kong
  • Print_ISBN
    962-367-544-5
  • Type

    conf

  • DOI
    10.1109/PESA.2006.343109
  • Filename
    4147822