Research ArticleOpen AccessGoogle Scholar indexed
Diagnosis on Surface Failure in Gear Equipment Using Time - Frequency Domain Analysis
- 1
- 2
- 3
Copy link · social · email
Abstract
In order to make more progress in the gear performance, it is important to evaluate the gear dynamics more precisely, since gear is a main machine element in motion and power transmissions. For preventing the unexpected failure in mechanical systems, a large amount of work has been carried out based on a statistical model developed by Lundberg and Palmgren [1] with reliability models using the classical fatigue theory. However, most of these works did not consider the operating conditions of machine during the fatigue process.
KeywordsNatural AssetFinancial ValueNeural Network
- G. Lundberg and A. Palmgren, “Dynamic Capacity of Rolling Bearings,” ACTA, Polytechnica, Mechanical Engineering Se-ries, Vol. 1, No. 3, 1947, p. 7.
- C. K. Chui, “Introduction to Wavelet,” Academic Press, London, 1992.
- S. Mallat, “A Wavelet Tour of Signal Processing,” Academic Press, London, 1998.
- W. J. Staszewski and G. R. Tomlinson, “Application of the Wavelet Transform to Fault Detection in a Spur Gear,” Mechanical Systems and Signal Processing, Vol. 8, No. 3, 1994, pp. 289-307. doi:10.1006/mssp.1994.1022
- W. J. Wang and P. D. McFadden, “Application of Wavelets to Gearbox Vibration Signals for Fault Detection,” Journal of Sound and Vibration, Vol. 192, No. 5, 1996, pp. 927-939. doi:10.1006/jsvi.1996.0226
- B. A. Paya, I. I. Esat and M. N. M. Badi, “Artificial Neural Network Based Fault Diagnos-tics of Rotating Machinery Using Wavelet Transforms as a Preprocessor,” Mechanical Systems and Signal Processing, Vol. 11, No. 5, 1997, pp. 751-765. doi:10.1006/mssp.1997.0090
- A. Yoshida and Y. Ohue, “A Study on Diagnosis of Tooth Surface Failure by Wavelet Transform of Dynamic Characteristics,” Proceedings of 5th International Tribology Conference in Australia, Brisbane, 6-9 December 1998, pp. 11-16.
- S. Qian and D. Chen, “Joint Time-Frequency Analysis,” Prentice Hall PTR, 1996.
- Y. Ding, R. L. Reuben and J. A. Steel, “A New Method for Waveform Analysis for Estimating AE Wave Arrival Times Using Wavelet Decomposition,” NDT & E International, Vol. 37, No. 4, 2004, pp. 279-290. doi:10.1016/j.ndteint.2003.10.006
- A. Yosida, Y. Ohue and I. Karasuno, “Surface Failure and Durability of Induc-tion-Hardened Sintered Powder Metal Rollers and Gears with Various Hardened Depths,” Transactions of the ASME, Journal of Mechanical Design, Vol. 116, 1994, pp. 730-737. doi:10.1115/1.2919443