• DocumentCode
    1522388
  • Title

    Filter Design for Estimating Parameters of Induction Motors With Time-Varying Loads

  • Author

    Gao, Zhi ; Colby, Roy S. ; Turner, Larry ; Leprettre, Benoit

  • Author_Institution
    Strategy & Innovation, Schneider Electr., Knightdale, NC, USA
  • Volume
    58
  • Issue
    5
  • fYear
    2011
  • fDate
    5/1/2011 12:00:00 AM
  • Firstpage
    1518
  • Lastpage
    1529
  • Abstract
    Periodically time-varying loads such as reciprocating compressors produce torque and speed oscillations in grid-connected induction motors. In each compression cycle, the torque and speed oscillations manifest themselves through periodic pulsations in the induction motor´s stator currents. In resistance-based rotor temperature tracking and overheating monitoring, low- or bandpass filters are frequently used to estimate induction motor electrical parameters from stator currents that contain periodic pulsations. Design of such filters relies on comprehensive knowledge of the load-related periodic pulsations in the stator currents. In this paper, a narrow-band angle modulation concept is first formulated in the framework of complex vector analysis to explain the periodic pulsations in the stator current. Carson´s rule is then introduced to establish an empirical relationship between the stator current´s modulating frequency and the appropriate bandwidth for low- or bandpass filters. The proposed filter design rules are experimentally validated, and explanations are provided using the phase angle between the motor´s complex stator current and voltage vectors.
  • Keywords
    fault diagnosis; induction motor drives; filter design; grid-connected induction motors; overheating monitoring; resistance-based rotor temperature tracking; time-varying loads; Band pass filters; Compressors; Condition monitoring; Induction motors; Narrowband; Parameter estimation; Rotors; Stators; Temperature; Torque; Angle modulation; Carson´s rule; complex vector; electrical parameter estimation; filter bandwidth; induction motor; motor current signature analysis; narrow-band angle modulation; reciprocating compressor; slider-crank mechanism; spectral analysis; torque oscillation;
  • fLanguage
    English
  • Journal_Title
    Industrial Electronics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0278-0046
  • Type

    jour

  • DOI
    10.1109/TIE.2010.2054054
  • Filename
    5492207