Blind source separation of internal combustion engine piston slap from other measured vibration signals

Mechanical Systems and Signal Processing

Volumn 19, Issue 6, 2005, Pages 1196-1208

  Liu, Xianhua ^a   Randall, R B ^a  

^a UNIVERSITY OF NEW SOUTH WALES   (Australia)

Author keywords

Blind source separation; Convolutive models; Engine combustion pressure; Gray's variable norm; IC engine diagnostics; Piston slap

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; CONDITION MONITORING; INTERNAL COMBUSTION ENGINES; LEAST SQUARES APPROXIMATIONS; PISTONS; SIGNAL PROCESSING; VIBRATIONS (MECHANICAL);

CONVOLUTIVE MODELS; ENGINE COMBUSTION PRESSURE; GRAY'S VARIABLE NORM; IC ENGINE DIAGNOSTICS; PISTON SLAP;

BLIND SOURCE SEPARATION;

EID: 27644532937     PISSN: 08883270     EISSN: 10961216     Source Type: Journal    
DOI: 10.1016/j.ymssp.2005.08.004     Document Type: Article

References (22)

1. E.E. Ungar, and D. Ross Vibration and noise due to piston slap in reciprocating machinery Journal of Sound and Vibration 2 1965 132 146
2. J.W. Slack, Piston slap in diesel engine, Ph.D. Dissertation, Department of Mechanical Engineering, Massachusetts Institute of Technology, 1984.
3. K. Ohta, Y. Irie, K. Yamamoto, H. Ishikawa, Piston slap induced noise and vibration of internal combustion engines, Theoretical Analysis and Simulation, SAE Paper 870990, 1st Report, 1987.
4. T. Nakada, A. Yamamoto, T. Abe, A numerical approach for piston secondary motion analysis and its application to the piston related noise, SAE Paper 972043, 1997.
5. S.H. Cho, S.T. Ahn, and Y.H. Kim A simple model to estimate the impact force induced by piston slap Journal of Sound and Vibration 255 2 2002 229 242
6. T.W. Lee Independent Analysis: Theory and Applications 1998 Kluwer Academic Publishers Boston
7. S. Haykin Unsupervised Adaptive Filtering Volume I: Blind Source Separation 2000 Wiley New York, Chichester
8. A. Haveran, J. Karhinen, and E. Oja Independent Component Analysis 2001 Wiley New York, Chichester
9. A. Cichocki, and S. Amari Adaptive Blind Signal and Image Processing 2003 Wiley New York
10. G. Gelle, M. Colas, and G. Delaunay Blind source separation applied to rotating machines monitoring by acoustical and vibration analysis Journal of Mechanical Systems and Signal Processing 14 3 2000 427 442
11. W. Li, F. Gu, A.D. Ball, A.Y. Leung, and C.E. Phipps A study of the noise from diesel engines using the independent component analysis Journal of Mechanical Systems and Signal processing 15 6 2001 1165 1184
12. M.J. Roan, J.G. Erling, and L.H. Sibul A new non-linear adaptive, blind source separation approach to gear tooth failure detection and analysis Journal of Mechanical Systems and Signal Processing 16 5 2002 719 740
13. R.H. Lambert, Multichannel blind deconvolution: FIR matrix algebra and separation of multipath mixtures, Ph.D. Dissertation, University of Southern California, 1996.
14. W.C. Gray, Variable norm deconvolution, Ph.D. Dissertation, Stanford, 1979.
15. X. Liu, R.B. Randall, J. Antoni, Blind source separation of internal combustion engine vibration signals, The Forth Australian Congress on Applied Mechanics, Melbourne, Australia, 2005, 16-18 February.
16. J. Antoni, F. Bonnardot, M. El Badaoui, J. Danière, B. Baligand, Separation of Combustion Noise and Piston-Slap in Diesel Engine by Cyclic Wiener Filtering, Fifth "Vibratory and Acoustical Surveillance Methods and Diagnostic Techniques" (Surveillance 5), Senlis, 2004, 11-13 October.
17. C. Servière, J.L. Lacoume, M. El Badaoui, B. Baligand, Blind separation of combustion noise and piston slap in diesel engine, Fifth "Vibratory and Acoustical Surveillance Methods and Diagnostic Techniques" (Surveillance 5), Senlis, 2004, 11-13 October.
18. J.F. Cardoso, and A. Souloumiac Blind beamforming for non Gaussian signals Journal of IEE Proceedings-F 140 6 1993 362 370
19. P. Comon Independent component analysis: A new concept? Signal Processing 36 1994 287 314
20. A.J. Bell, and T.J. Sejnowski An information maximization approach to blind separation and blind deconvolution Neural Computation 6 1995 1129 1159
21. S. Bellini Bussgang techniques for blind Deconvolution and equalization S. Haykin Blind Deconvolution 1994 Prentice-Hall Englewood Cliffs, NJ 8 52
22. S. Choi, A. Cichocki, On-line sequential multichannel blind deconvolution: A deflation approach, in: Proceedings of the Eighth IEEE DSP Workshop, Utahi, USA, 1998, pp. 159-162.