• DocumentCode
    1886890
  • Title

    Control of dual acting magnetic bearing actuator system using fuzzy logic

  • Author

    Habib, Maki K. ; Inayat-Hussain, Jawaid I.

  • Author_Institution
    Sch. of Eng. & Sci., Monash Univ., Selangor, Malaysia
  • Volume
    1
  • fYear
    2003
  • fDate
    16-20 July 2003
  • Firstpage
    97
  • Abstract
    In this paper, a fuzzy logic scheme is developed to improve the performance of a magnetic bearing control system. The developed fuzzy logic strategy is utilized in the non-linear control of a dual-acting magnetic bearing actuator system. The mathematical model of a dual acting magnetic bearing axis has been developed. The non-linearity in this system is due to the relationship between the forces generated in the electromagnetic actuator and the coil current and the air gap between the rotor and the stator. Non-linearities in magnetic bearing systems limit the control effectiveness and the region of stable performance. The model is used for dynamic simulation purposes and it is not directly used in the fuzzy controller design. Active magnetic bearing with adaptive fuzzy control showed a good improvement in step response compared to a linear PID or a steady state controller. With the presented fuzzy logic based strategy, nonlinear controllers for nonlinear applications can be designed with little effort.
  • Keywords
    adaptive control; air gaps; control system synthesis; electromagnetic actuators; fuzzy control; fuzzy logic; magnetic bearings; nonlinear control systems; three-term control; adaptive fuzzy control; air gap; coil current; dual acting magnetic bearing actuator system control; dual acting magnetic bearing axis; electromagnetic actuator; fuzzy controller design; fuzzy logic; linear PID; nonlinear control; rotor; stable performance; stator; steady state controller; Actuators; Coils; Control systems; Electromagnetic forces; Fuzzy control; Fuzzy logic; Magnetic levitation; Mathematical model; Nonlinear control systems; Rotors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Intelligence in Robotics and Automation, 2003. Proceedings. 2003 IEEE International Symposium on
  • Print_ISBN
    0-7803-7866-0
  • Type

    conf

  • DOI
    10.1109/CIRA.2003.1222070
  • Filename
    1222070