Application of a two-dimensional lifting wavelet transform to rotating mechanical vibration data compression

Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science

Volumn 223, Issue 10, 2009, Pages 2443-2449

  Bao, W ^a   Wang, W ^a   Zhou, R ^a   Li, N ^a   Yang, J ^a   Yu, D ^a  

^a HARBIN INSTITUTE OF TECHNOLOGY   (China)

Author keywords

Data compression; Lifting scheme; Rotating machine; Vibration data; Wavelet transform

Indexed keywords

2-D WAVELET TRANSFORM; BIORTHOGONAL FILTERS; COMPRESSION METHODS; INVERSE WAVELET TRANSFORMS; LIFTING SCHEME; LIFTING SCHEMES; LIFTING WAVELET TRANSFORMS; MATRIX; MECHANICAL VIBRATIONS; NOVEL METHODS; ROTATING MACHINE; SINGLE CYCLE; THREE STAGES; VIBRATION DATA; WAVELET COEFFICIENTS;

CHANNEL CODING; MATRIX ALGEBRA; ROTATING MACHINERY; ROTATION; TWO DIMENSIONAL; VIBRATION CONTROL; VIBRATIONS (MECHANICAL); WAVELET TRANSFORMS;

DATA COMPRESSION;

EID: 70350164571     PISSN: 09544062     EISSN: None     Source Type: Journal    
DOI: 10.1243/09544062JMES1514     Document Type: Article

References (15)

1. Peng, Z. K. and Chu, F. L. Application of the wavelet transform in machine condition monitoring and fault diagnostics: A review with bibliography. Mech. Syst. Signal Process., 2004, 18(2), 199-221.
2. Staszewski, W. J. Wavelet based compression and feature selection for vibration analysis. J. Sound Vibr., 1998, 211(5), 735-760.
3. Staszewski, W. J. Vibration data compression with optimal wavelet coefficients, genetic algorithms in engineering systems. In Proceedings of the Second International ConferenceonGenetic algorithms in engineering systems: Innovations and applications, Glasgow, UK, 1997, vol.446, pp. 186-189.
4. Tanaka, M., Sakawa, M., Kato, K., and Abe, M. Application of wavelet transform to compression of mechanical vibration data. Cybern. Syst., 1997, 28(3), 225-244.
5. Xu, M. Q., Zhang, J. Z., Zhang, G. B., and Huang, W. H. Method of data compressing for rotating machinery vibration signal based on wavelet transform. J. Vib. Eng., 2000, 13(4), 531-536 (in Chinese).
6. Ma, Y. K. and Lu, S. Y. Research on vibration data compress using wavelet decomposition and embedded coding of zero trees of wavelet coefficients (in Chinese). Turbine Technol., 2001, 43(2), 87-92.
7. Zhang, Y. F. and Li, J. Wavelet-based vibration sensor data compression technique for civil infrastructure condition monitoring. J. Comput. Civil Eng., 2006, 20(4), 390-399.
8. Bilgin, A.,Marcellin, M.W., and Altbach, M. I. Compression of electrocardiogram signals using JPEG2000. IEEE Trans. Consum. Electron., 2003, 49(4), 833-840.
9. Gerek,O. N. and Ece,D. G. 2-D Analysis and compression of power-quality event data. IEEE Trans. Power Deliv., 2004, 19(2), 791-798.
10. Sweldens, W. The lifting scheme: A custom-design construction of biorthogonal wavelets. Appl. Comput. Harmon. Anal., 1996, 3(2), 186-200.
11. Daubechies, I. and Sweldens, W. Factoring wavelet transforms into lifting steps. Fourier Anal. Appl., 1998, 4(3), 245-267.
12. Zheng, Y. A. and Song, J. S. Lifting wavelet transformbased algorithm of SAR and optical images fusion. In Proceedings of the SPIE International Society for Optical Engineering, 2005, pp. 1831-1838.
13. Jiang, H. K., He, Z. J., Duan, C. D., and Chen, P. Gearbox fault diagnosis using adaptive redundant lifting scheme. Mech. Syst. Signal Process., 2006, 20(2), 1992-2006.
14. Christopoulos, C., Skodras, A., and Ebrahimi, T. The JPEG2000 still image coding system: An overview. IEEE Trans. Consum. Electron., 2000, 46(4), 1103-1127.
15. Nister, D. and Christopoulos, C. Lossless region of interest with embedded wavelet image coding. Signal Process., 1999, 78(1), 1-17.