• DocumentCode
    1298714
  • Title

    Improving Operational Performance of Active Magnetic Bearings Using Kalman Filter and State Feedback Control

  • Author

    Schuhmann, Thomas ; Hofmann, Wilfried ; Werner, Ralf

  • Author_Institution
    Bus. Unit Large Drives, Siemens AG, Nuremberg, Germany
  • Volume
    59
  • Issue
    2
  • fYear
    2012
  • Firstpage
    821
  • Lastpage
    829
  • Abstract
    In this paper, the application of optimal state estimation and optimal state feedback algorithms for real-time active magnetic bearing control is treated. A linear quadratic Gaussian controller, consisting of an extended Kalman filter and an optimal state feedback regulator, is implemented. It is shown that this controller yields improved rotor positioning accuracy, better system dynamics, higher bearing stiffness, and reduced control energy effort compared to the conventionally used proportional-integral-differential control approaches. In addition, a method for compensating unbalance-caused forces and vibrations of the magnetically levitated rotor is presented which is based on the estimation of unknown disturbance forces. All results achieved in this paper are verified by means of measurements.
  • Keywords
    Kalman filters; elasticity; linear quadratic Gaussian control; machine control; magnetic bearings; magnetic levitation; position control; rotors; state estimation; state feedback; vibration control; bearing stiffness; extended Kalman filter; linear quadratic Gaussian controller; magnetically levitated rotor; optimal state estimation; optimal state feedback algorithm; optimal state feedback regulator; real-time active magnetic bearing control; rotor positioning accuracy; unbalance caused force compensation; unknown disturbance forces; vibration compensation; Force; Kalman filters; Magnetic levitation; Mathematical model; Noise; Position measurement; Rotors; Energy conservation; Kalman filtering; magnetic levitation; state estimation; state feedback; unbalance compensation;
  • fLanguage
    English
  • Journal_Title
    Industrial Electronics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0278-0046
  • Type

    jour

  • DOI
    10.1109/TIE.2011.2161056
  • Filename
    5985527