Machinery Diagnosis Based on Wavelet Packets

作者: Bao Liu , Shih-Fu Ling , Qingfeng Meng

DOI: 10.1177/107754639700300102

关键词: Electronic engineeringNetwork packetBall (bearing)WaveletWavelet packet decompositionEngineeringVibration

摘要: This paper proposes a machinery diagnosis method based on the wavelet packet theory to deal with the nonstationary contents of vibration signals generated in machinery owing to …

参考文章(8)
Ronald R Coifman, None, Wavelet analysis and signal processing Signal processing Part I. ,vol. 22, pp. 59- 68 ,(1990)
O. Rioul, M. Vetterli, Wavelets and signal processing IEEE Signal Processing Magazine. ,vol. 8, pp. 14- 38 ,(1991) , 10.1109/79.91217
D. E. Newland, Wavelet Analysis of Vibration: Part 1—Theory Journal of Vibration and Acoustics. ,vol. 116, pp. 409- 416 ,(1994) , 10.1115/1.2930443
Ibrahim Nur Tansel, Christine Mekdeci, Oscar Rodriguez, Balemir Uragun, Monitoring drill conditions with wavelet based encoding and neural networks International Journal of Machine Tools & Manufacture. ,vol. 33, pp. 559- 575 ,(1993) , 10.1016/0890-6955(93)90092-9
W.J. Staszewski, G.R. Tomlinson, Application of the Wavelet Transform to Fault Detection in a Spur Gear Mechanical Systems and Signal Processing. ,vol. 8, pp. 289- 307 ,(1994) , 10.1006/MSSP.1994.1022
F. Hlawatsch, G.F. Boudreaux-Bartels, Linear and quadratic time-frequency signal representations IEEE Signal Processing Magazine. ,vol. 9, pp. 21- 67 ,(1992) , 10.1109/79.127284
D. E. Newland, Wavelet Analysis of Vibration: Part 2—Wavelet Maps Journal of Vibration and Acoustics. ,vol. 116, pp. 417- 425 ,(1994) , 10.1115/1.2930444
R.R. Coifman, M.V. Wickerhauser, Entropy-based algorithms for best basis selection IEEE Transactions on Information Theory. ,vol. 38, pp. 713- 718 ,(1992) , 10.1109/18.119732