• DocumentCode
    1986257
  • Title

    Rolling bearings fault diagnosis based on energy operator demodulation approach

  • Author

    Lin, Ruizhong ; Zhu, Shanan ; Wu, Helei ; Zheng, Jianfeng

  • Author_Institution
    Inst. of Electr. Autom., Zhejiang Univ., Hangzhou, China
  • Volume
    4
  • fYear
    2002
  • fDate
    2002
  • Firstpage
    2723
  • Abstract
    The Hilbert transfer is usually used for demodulated resonance analysis (DRA). But in this paper an energy operator demodulation method (EODM) is used for DRA to extract features of rolling bearings for fault diagnosis. The principle of DRA is first introduced. Then the energy operator and EODM are discussed in detail. Finally, experiments on 406 rolling bearings are carried out to analyze the high-frequency resonance signal with EODM. The results show that EODM is an effective method in rolling bearing fault diagnosis.
  • Keywords
    amplitude modulation; band-pass filters; condition monitoring; demodulation; fault diagnosis; filtering theory; frequency modulation; mechanical engineering; signal processing; vibrations; energy operator demodulation approach; features extraction; high-frequency resonance signal; rolling bearings fault diagnosis; Band pass filters; Demodulation; Digital filters; Fault detection; Fault diagnosis; Frequency; Resonance; Rolling bearings; Signal analysis; Vibration measurement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation, 2002. Proceedings of the 4th World Congress on
  • Print_ISBN
    0-7803-7268-9
  • Type

    conf

  • DOI
    10.1109/WCICA.2002.1020012
  • Filename
    1020012