• DocumentCode
    3028787
  • Title

    Phase Sensitive Detection of Motor Fault Signatures in the Presence of Noise

  • Author

    Akin, Bilal ; Toliyat, Hamid A. ; Orguner, Umut ; Rayner, Mark

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Texas A&M Univ., College Station, TX
  • Volume
    2
  • fYear
    2007
  • fDate
    3-5 May 2007
  • Firstpage
    1420
  • Lastpage
    1426
  • Abstract
    In this paper, digital signal processor (DSP)-based phase-sensitive motor fault signature detection is presented. The implemented method has a powerful line current noise suppression capability while detecting the fault signatures. Because the line current of inverter driven motors involve low order harmonics, high frequency switching disturbances, and the noise generated by harsh industrial environment; the real-time fault analyses yield erroneous or fluctuating fault signatures. This situation becomes a significant problem when signal to noise ratio (SNR) of the fault signature is quite low. It is theoretically and experimentally shown that the proposed method can determine the normalized magnitude and phase information of the fault signatures even in the presence of noise, where the noise amplitude is several times higher than the signal itself.
  • Keywords
    AC motors; digital signal processing chips; fault diagnosis; machine testing; digital signal processor; high frequency switching disturbances; inverter driven motors; line current noise suppression; low order harmonics; motor fault signatures; phase sensitive detection; real-time fault analyses; signal to noise ratio; Digital signal processors; Fault detection; Frequency; Inverters; Noise generators; Noise level; Phase detection; Phase noise; Signal to noise ratio; Working environment noise;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electric Machines & Drives Conference, 2007. IEMDC '07. IEEE International
  • Conference_Location
    Antalya
  • Print_ISBN
    1-4244-0742-7
  • Electronic_ISBN
    1-4244-0743-5
  • Type

    conf

  • DOI
    10.1109/IEMDC.2007.383637
  • Filename
    4270857