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Fault Detection of a Gear with Initial Pitting using the Boomed Phase Map of Continuous Wavelet Transform

연속 웨이블렛 변환의 확대된 위상 지도를 이용한 기어의 초기 퍼팅 결함 진단

  • Published : 2001.11.01

Abstract

Vibration transient generated by developing localized fault in gear can be used as indicators in gear fault detection. In this paper, we propose the zoomed phase map for a fault signal using continuous wavelet transfers to detect this vibration transient. Local fault induces the abrupt fluctuation of load exciting tooth and phase lag in the vibration signal measured on the gearbox. The relatively large fault like "tip breakage" easily can be detected by the clear fluctuation of exciting load. However, minor fault like "initial pitting"cannot be detected using the load fluctuation. To defect this kind of minor fault, the phase map for a fault signal is taken into account. The phase lag by minor fault is observed well in the zoomed phase map.

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References

  1. Stewart, R. M., 1977, 'Some Useful Data Analysis Techniques for Gearbox Diagnostics,' Institude of Sound and Vibration Reaearch, University of Southampton, Report MHM/R/10/77
  2. Dyer, D. and Stewart, R. M., 1978, 'Detection of Rolling Element Bearing Damage by Statistical Vibration Analysis,' Journal of Mechanical Design, Transactions of ASME, Vol. 100, No. 2, pp. 229-235
  3. Randall, R., 1982, 'Cepstrum Analysis and Gearbox Fault Detection,' B&K Application Note, Technical Reports, pp. 13-150
  4. McFadden, P. D., 1986, 'Detecting Fatigue Cracks in Gears by Amplitude and Phase Demodulation of Meshing Vibration,' Journal of Vibration Acoustics Stress and Reliability in Designk, Transactions of ASME, Vol. 108, pp. 165-170
  5. Lee, S. K. and White, P. R., 1997, 'Higher-Order Time-Frequency Analysis and Its Application to Fault Detection in Rotating Machinery,' Mechanical Systems and Signal Processing, Vol. 11, No. 4, pp. 637-650 https://doi.org/10.1006/mssp.1997.0098
  6. Lee, S. K. and White, P. R., 1999, 'Two-Stage Adaptive Line Enhancer and Sliced Wigner Trispectrum for the Characterization of Faults from Gear Box Vibration Data,' Journal of Vibration Acoustics, Transactions of ASME, Vol. 121, pp. 488-494
  7. Wang, W. J. and McFadden, P. D., 1995, 'Application of Orthoganal Wavelets to Early Gear Damage Detection,' Mechanical Systems and Signal Processing, Vol. 9, No. 5, pp. 497-507 https://doi.org/10.1006/mssp.1995.0038
  8. 박화영, 김선호, 이만형, 안중환, 1996, '이송모터 전류신호의 Wavelet 변환에 의한 공구파손 식별,' 한국정밀공학회지, 제13권, 제9호, pp. 31-37
  9. Boulahbal, D., Golnaraghi, M. F. and Ismail, F., 1999, 'Amplitude and Phase Wavelet Maps for The detection of Cracks in Geared Systems,' Mechanical Systems and Signal Processing, Vol. 13, No. 3, pp. 423-436 https://doi.org/10.1006/mssp.1998.1206
  10. 이상권, 심장선, 2001, '스파이크 웨이블렛 변환을 이용한 기어시스템의 건전성 감시,' 한국음향학회지, 제20권, 제5호, pp. 21-27
  11. Daubechies, I., 1992, 'Ten Lectures on Wavelets,' Society for Industrial and Applied Mathematicss, pp. 76-80
  12. 小泉晋, 1995, '기어와 호브반 작업,' 기전 연구사, pp. 237-247