• DocumentCode
    389297
  • Title

    A hybrid fuzzy current regulator for three-phase voltage source PWM-inverter

  • Author

    Chen, Guang-da ; Cai, Wei-you ; Cai, Tian-fu ; Liu, Hai-feng

  • Author_Institution
    Sch. of Power & Mech. Eng., Wuhan Univ., China
  • Volume
    2
  • fYear
    2002
  • fDate
    2002
  • Firstpage
    919
  • Abstract
    This paper presents a fuzzy logic strategy for the current control of a three-phase voltage source power PWM-inverter. The base of this regulator is a direct digital predictive loop which has a very good dynamic performance, but the steady state performance will heavily depend on the accuracy of the model structure and plant´s parameters. To reduce the steady errors and compensate the system uncertainties, a feedforward control loop and a fuzzy logic algorithm are introduced. The direct digital predictive loop with the feedforward loop, which can be seen as a hybrid current regulator, generates the command voltage based on the nominal system conditions, guarantees the system with a very fast dynamic response and a smaller system error. The fuzzy logic algorithm, by measuring the amplitude and phase angle of the system error, generates a modifying signal to correct the gains of the direct digital predictive loop and the feedforward loop. When the difference between the reference and actual signals is larger than a given threshold, therefore it minimizes the effects of system uncertainties. Simulation results are presented to verify the effectiveness of the current regulation algorithm.
  • Keywords
    PWM invertors; digital control; electric current control; error compensation; feedforward; fuzzy control; fuzzy logic; predictive control; current control; digital predictive loop; dynamic response; error compensation; feedforward loop; fuzzy control; fuzzy logic; three-phase voltage source power PWM-inverter; Current control; Error correction; Fuzzy logic; Power system modeling; Predictive models; Pulse width modulation; Regulators; Steady-state; Uncertainty; Voltage;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2002. Proceedings. 2002 International Conference on
  • Print_ISBN
    0-7803-7508-4
  • Type

    conf

  • DOI
    10.1109/ICMLC.2002.1174517
  • Filename
    1174517