Compression methods for mechanical vibration signals: Application to the plane engines

Mechanical Systems and Signal Processing

Volumn 41, Issue 1-2, 2013, Pages 313-327

  Oltean, Marius ^a,b   Picheral, José ^a   Lahalle, Elisabeth ^a   Hamdan, Hani ^a   Griffaton, Julien ^c  

^a AUTOMATIC CONTROL DEPARTMENT   (France)

^b POLITEHNICA UNIVERSITY OF TIMISOARA   (Romania)

^c SNECMA   (France)

Author keywords

DCT Compression; Fault detection; Subband coding; Uniform adaptive quantization; Vibration signals

Indexed keywords

ADAPTIVE QUANTIZATION; COMPRESSION METHODS; DCT COMPRESSION; HIGH COMPRESSION RATIO; MECHANICAL VIBRATION SIGNALS; ORTHOGONAL TRANSFORMS; SUBBAND CODING; VIBRATION SIGNAL;

FAULT DETECTION;

ENGINES;

EID: 84885639220     PISSN: 08883270     EISSN: 10961216     Source Type: Journal    
DOI: 10.1016/j.ymssp.2013.07.005     Document Type: Article

References (22)

1. Y. Zhang, and J. Li Vibration sensor data compression and its effect on structural system identification Smart Structures and Materials (Proceedings of the SPIE) 6174 2006 61743E1 61743E11
2. M. Tanaka, M. Sakawa, and K. Kato Application of wavelet transform to compression of mechanical vibration data Cybernetics and Systems: An International Journal 28 1997 225 244
3. W. Staszewski Wavelet based compression and feature selection for vibration analysis Journal of Sound and Vibration 211 1998 735 760
4. Z. Peng, and F. Chu Application of the wavelet transform in machine condition monitoring and fault diagnostics a review with bibliography Mechanical Systems and Signal Processing 18 2004 199 221
5. B. Liu Adaptive harmonic wavelet transform with applications in vibration analysis Journal of Sound and Vibration 262 2003 45 64
6. W. Wang, and P. McFadden Application of wavelets to gearbox vibration signals for fault detection Journal of Sound and Vibration 192 1996 927 939
7. Y. Zhang, and J. Li DPCM-based vibration sensor data compression and its effect on structural system identification Earthquake Engineering and Engineering Vibration 4 1 2005 154 163
8. Z. He, L. Wu, H. Xu, Periodic prediction and switched adaptation in vibration signal compression, in: Proceedings of IEEE Pacific Rim Conference on Communications, Computers and Signal Processing, Victoria, Canada, 1991.
9. W. Bao, W. Wang, R. Zhou, N. Li, J. Yang, and D. Yu Application of a two-dimensional lifting wavelet transform to rotating mechanical vibration data compression Journal of Mechanical Engineering Science, Proceedings of IMechE 223 2009 2443 2449
10. Z. Peng, P. Tseb, and F. Chua An improved Hilbert-Huang transform and its application in vibration signal analysis Journal of Sound and Vibration 286 2005 186 205
11. K. Saywood Introduction to Data Compression 2006 Elsevier (third edition)
12. M. Feldman Hilbert transform applications in mechanical vibrations 2011 Wiley
13. P. Vaidyanathan Quadrature mirror filter banks, M-band extensions and perfect-reconstruction techniques IEEE ASSP Magazine 4 3 1987 4 20 10.1109/MASSP.1987.1165589
14. H. Malvar Lapped transforms for efficient transform/subband coding IEEE Transactions on Acoustics Speech and Signal Processing 38 6 1990 969 978
15. H. Malvar Extended lapped transforms properties, applications, and fast algorithms IEEE Transactions on Signal Processing 40 11 1992 2703 2714
16. Z. Doganata, P. Vaidyanathan, and T.Q. Nguyen General synthesis procedures for FIR lossless transfer matrices for perfect-reconstruction multirate filter bank applications IEEE Transactions on Acoustics Speech and Signal Processing 36 1987 1561 1574
17. R. de Queiroz, On Lapped Transforms, Ph.D. Thesis, The University of Texas at Arlington, 1999.
18. X. Zou, and W. Pearlman Lapped orthogonal transform coding by amplitude and group partitioning Proceedings of SPIE 3808 1999 293 304 (Applications of Digital Image Processing XXII)
19. J. Max Quantizing for minimum distortion IRE Transactions on Information Theory 6 1960 7 12
20. M. Oltean, J. Picheral, E. Lahalle, H. Hamdan, Vibration signals compression with time-frequency adaptive quantization, in: Proceedings of the International Symposium on Intelligent Signal processing, WISP, Floriana, Malta, 2011.
21. D. Isar, A. Isar, Speech adaptive compression using cosine packets, in: Proceedings of the 4th International Conference on Communications COMM02, Bucharest, Technical Military Academy, 2002.
22. I. Howard, A Review of Rolling Element Bearing Vibration: "Detection, Diagnosis and Prognosis", Technical Report, DSTO Aeronautical and Maritime Research Laboratory, 1994.