• DocumentCode
    511122
  • Title

    An Adaptive Filter Based Fuzzy Logic Controller Incorporating MTPA for IPMSM Drives

  • Author

    Habbi, Hanan M Dawood ; Menhas, Muhammad Ilyas ; Surong, Huang

  • Author_Institution
    Dept. of Autom. & Control, Shanghai Univ., Shanghai, China
  • fYear
    2009
  • fDate
    19-20 Dec. 2009
  • Firstpage
    224
  • Lastpage
    227
  • Abstract
    This paper presents an adaptive filter for fuzzy-logic controller for vector controlled based speed controller incorporating with a maximum torque per ampere (MTPA) of an interior permanent magnet synchronous motor (IPMSM) drive to minimize the torque ripple. The design and optimization of the FLC, infinite impulse response (IIR) filter and the adaptation algorithms are presented. Different operating conditions have been studied including various speed commands with nominal and changes in the load torque. A fuzzy logic controller (FLC) for the IPMSM drive has been found to maintain high performance standards with a much simpler and less computation implementation. An open loop adaptive filter is used to give a fast response while retaining a good noise canceling properties. The simulation was done by using Matlab/Simulink. The simulated results confirmed that the considerable torque ripple reduction can be achieved by utilizing an adaptive filter with FLC.
  • Keywords
    IIR filters; adaptive filters; control system synthesis; fuzzy control; fuzzy logic; machine vector control; permanent magnet motors; synchronous motor drives; torque motors; Matlab; Simulink; adaptation algorithms; fuzzy logic controller design; infinite impulse response filter; interior permanent magnet synchronous motor drive; maximum torque per ampere; noise canceling properties; open loop adaptive filter; speed controller; torque ripple minimisation; vector control; Adaptive filters; Algorithm design and analysis; Computational modeling; Design optimization; Fuzzy logic; IIR filters; Magnetic separation; Open loop systems; Permanent magnet motors; Torque control; IPMSM; adaptive filter; fuzzy logic controller; infinite impulse response (IIR);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Knowledge Engineering and Software Engineering, 2009. KESE '09. Pacific-Asia Conference on
  • Conference_Location
    Shenzhen
  • Print_ISBN
    978-0-7695-3916-4
  • Type

    conf

  • DOI
    10.1109/KESE.2009.63
  • Filename
    5383579