Fault detection and location in gears by the smoothed instantaneous power spectrum distribution

Yesilyurt İ.

NDT and E International, cilt.36, sa.7, ss.535-542, 2003 (SCI-Expanded, Scopus) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 36 Sayı: 7
  • Basım Tarihi: 2003
  • Doi Numarası: 10.1016/s0963-8695(03)00043-4
  • Dergi Adı: NDT and E International
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Sayfa Sayıları: ss.535-542
  • Anahtar Kelimeler: Gear fault detection, Interference reduction, Time-frequency analysis
  • Uşak Üniversitesi Adresli: Hayır

Özet

Time-frequency methods are effective tools for analysing diagnostics signals and have been widely used to describe machine condition. This paper introduces a time-frequency distribution, called the smoothed instantaneous power spectrum (SIPS) distribution, and demonstrates its use in the detection and location of local tooth defects in gears. The SIPS distribution is derived from the frequency domain definition of the instantaneous power spectrum (IPS) distribution, but has the added advantage that provides a considerable reduction in the ringing effect of the IPS transform, which results in a smoother and clearer time-frequency representation. A simulated gear vibration signal is used to show the capabilities of the proposed method over the IPS distribution and spectrogram. Healthy and faulty vibration signals monitored from a gear test rig are analysed, the results of which show that a local gear tooth defect can clearly be detected by the SIPS distribution. © 2003 Elsevier Ltd. All rights reserved.