• DocumentCode
    105121
  • Title

    Design and Experimental Implementation of DTC of an Induction Machine Based on Fuzzy Logic Control on FPGA

  • Author

    Gdaim, Soufien ; Mtibaa, Abdellatif ; Mimouni, Mohamed Faouzi

  • Author_Institution
    Lab. of Electron. & Microelectron., Univ. of Monastir, Monastir, Tunisia
  • Volume
    23
  • Issue
    3
  • fYear
    2015
  • fDate
    Jun-15
  • Firstpage
    644
  • Lastpage
    655
  • Abstract
    In this paper, a design method of direct torque control (DTC) of an induction machine, which is based on fuzzy logic control (FLC), is proposed. The FLC which is introduced to improve the DTC uses a reduced number of fuzzy inference rules that facilitates the reduction of the FLC computation time. The improvement is performed by reducing the torque and stator flux ripples in the induction machine drive. Then, a hardware description that is based on the VHDL hardware description language of the proposed design is presented and discussed. The techniques of the parallel architecture, direct computation, and modular architecture are adopted for the design of the controller. Simulation and experimental results of the DTFC are compared with those of the conventional DTC. The comparison results illustrate the reduction in the torque and stator flux ripples of the DTFC. The validity of the proposed method is confirmed by the simulation and experimental results.
  • Keywords
    field programmable gate arrays; fuzzy control; hardware description languages; induction motor drives; machine control; torque control; DTC; FLC; FPGA; VHDL hardware description language; direct torque control; fuzzy inference rules; fuzzy logic control; induction machine drive; stator flux ripples; torque flux ripples; Fuzzy logic; Hardware; Induction machines; Stators; Torque; Torque control; Vectors; Direct torque control (DTC); field programmable gate array (FPGA); fuzzy logic control (FLC); induction machine (IM); modular architecture;
  • fLanguage
    English
  • Journal_Title
    Fuzzy Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1063-6706
  • Type

    jour

  • DOI
    10.1109/TFUZZ.2014.2321612
  • Filename
    6810007