• Medientyp: E-Artikel
  • Titel: Gearbox Fault Detection Using Hilbert and TT-Transform
  • Beteiligte: Fan, Xianfeng; Zuo, Ming J.
  • Erschienen: Trans Tech Publications, Ltd., 2005
  • Erschienen in: Key Engineering Materials, 293-294 (2005), Seite 79-86
  • Sprache: Nicht zu entscheiden
  • DOI: 10.4028/www.scientific.net/kem.293-294.79
  • ISSN: 1662-9795
  • Entstehung:
  • Anmerkungen:
  • Beschreibung: Machine vibration signal has been used in fault detection and diagnosis. Modulation and non-stationarity existing in the signal generated by a faulty gearbox present challenges to effective fault detection. Hilbert transform has the ability to address the modulation issue. This paper outlines a novel fault detection method called Hilbert & TT-transform (HTT-transform) which combines Hilbert transform and TT-transform obtained from the inverse Fourier transform of the S-transform. The principle of the proposed method is to analyze the modulating signal created by a faulty gear using a time-time representation. The method has the advantage of providing a new way of localizing the time features of the modulating signal around a particular point on the time axis through scaled windows. It is verified with simulated signals and real gearbox vibration signals. The results obtained by CWT, S-transform, TT- transform, and HTT-transform are compared. They show that utilizing the proposed method can improve the effectiveness of gearbox fault detection.