• DocumentCode
    3158394
  • Title

    Design for fuzzy backstepping controller of permanent magnet synchronous motor

  • Author

    Yang, Ming ; Wang, Xingcheng

  • Author_Institution
    Inf. Sci. & Technol. Coll., Dalian Maritime Univ., Dalian, China
  • fYear
    2010
  • fDate
    28-30 June 2010
  • Firstpage
    201
  • Lastpage
    205
  • Abstract
    A fuzzy backstepping controller design for permanent magnet synchronous motor (PMSM) is presented in this paper. In order to gain good dynamics and robustness, the parameters of nonlinear controller based on backstepping technique is adjusted by fuzzy logic control, and the fuzzy logic control is optimized by adaptive weighted particle swarm optimization (PSO). The adaptive weighted PSO is efficient for multi-objective and multi-dimensional problem. The proposed optimal controller is verified by simulation, and the results show that the controller has robust and good dynamic response.
  • Keywords
    control system synthesis; fuzzy control; machine control; nonlinear control systems; optimal control; particle swarm optimisation; permanent magnet motors; synchronous motors; adaptive weighted particle swarm optimization; fuzzy backstepping controller; fuzzy logic control; nonlinear controller; optimal controller; permanent magnet synchronous motor; Backstepping; Control systems; Control theory; Fuzzy control; Fuzzy logic; Nonlinear control systems; Nonlinear systems; Permanent magnet motors; Robust control; Vehicle dynamics; Adaptive Weighted Particle Swarm Optimization (PSO); Backstepping Control; Fuzzy Logic Control; Nonlinear Control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Cybernetics and Intelligent Systems (CIS), 2010 IEEE Conference on
  • Conference_Location
    Singapore
  • Print_ISBN
    978-1-4244-6499-9
  • Type

    conf

  • DOI
    10.1109/ICCIS.2010.5518557
  • Filename
    5518557