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A joint adaptive wavelet filter and morphological signal processing method for weak mechanical impulse extraction

Journal of mechanical science and technology, v.24 no.8, 2010년, pp.1709 - 1716  

He, Wei (Diagnosis and Self-recovery Engineering Research Center, Beijing University of Chemical Technology) ,  Jiang, Zhinong (Diagnosis and Self-recovery Engineering Research Center, Beijing University of Chemical Technology) ,  Qin, Qiang (Diagnosis and Self-recovery Engineering Research Center, Beijing University of Chemical Technology)

Abstract AI-Helper 아이콘AI-Helper

Periodical impulses are vital indicators of rotating machinery faults. Therefore, the extraction of weak periodical impulses from vibration signals is of great importance for incipient fault detection. However, measured signals are often severely tainted by various noises, which makes the detection ...

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참고문헌 (29)

  1. Journal of Sound and Vibration P. McFadden 96 1 69 1984 10.1016/0022-460X(84)90595-9 P. McFadden and J. Smith, Model for the vibration produced by a single point defect in a rolling element bearing, Journal of Sound and Vibration, 96(1) (1984) 69-82. 

  2. Journal of Sound and Vibration H. Qiu 289 4-5 1066 2006 10.1016/j.jsv.2005.03.007 H. Qiu, et al., Wavelet filter-based weak signature detection method and its application on rolling element bearing prognostics, Journal of Sound and Vibration, 289(4-5) (2006) 1066-1090. 

  3. Journal of Vibration and Acoustics, Transactions of the ASME J. Lin 126 1 9 2004 10.1115/1.1596552 J. Lin, et al., Mechanical fault detection based on the wavelet de-noising technique, Journal of Vibration and Acoustics, Transactions of the ASME, 126(1) (2004) 9-16. 

  4. 10.1155/S1110865704311091 W. Yang and X. Ren, Detecting Impulses in Mechanical Signals by Wavelets, EURASIP Journal on Applied Signal Processing, (2004) 1156-1162. 

  5. Mechanical Systems and Signal Processing N. G. Nlkolaou 17 6 1147 2003 10.1006/mssp.2002.1576 N. G. Nlkolaou and I. A. Antoniadis, Application of morphological operators as envelope extractors for impulsivetype periodic signals, Mechanical Systems and Signal Processing, 17(6) (2003) 1147-1162. 

  6. Mechanical Systems and Signal Processing J. Wang 23 1 236 2009 10.1016/j.ymssp.2008.03.012 J. Wang, et al., Application of improved morphological filter to the extraction of impulsive attenuation signals, Mechanical Systems and Signal Processing, 23(1) (2009) 236-245. 

  7. Nondestructive Testing and Evaluation T. I. Patargias 21 1 39 2006 10.1080/10589750600673568 T. I. Patargias, et al., Performance assessment of a morphological index in fault prediction and trending of defective rolling element bearings, Nondestructive Testing and Evaluation, 21(1) (2006) 39-60. 

  8. Chinese Journal of Mechanical Engineering L. Zhang 43 2 71 2007 10.3901/JME.2007.02.071 L. Zhang, et al., Approach to extracting gear fault feature based on mathematical morphological filtering, Chinese Journal of Mechanical Engineering, 43(2) (2007) 71-75. 

  9. Mechanical Systems and Signal Processing L. Zhang 22 3 597 2008 10.1016/j.ymssp.2007.09.010 L. Zhang, et al., Multiscale morphology analysis and its application to fault diagnosis, Mechanical Systems and Signal Processing, 22(3) (2008) 597-610. 

  10. Journal of Sound and Vibration R. Hao 320 4-5 1164 2009 10.1016/j.jsv.2008.09.014 R. Hao and F. Chu, Morphological undecimated wavelet decomposition for fault diagnostics of rolling element bearings, Journal of Sound and Vibration, 320(4-5) (2009) 1164-1177. 

  11. IEEE Transactions on Acoustics, Speech and Signal Processing P. Maragos 35 8 1153 1987 10.1109/TASSP.1987.1165259 P. Maragos and R. Schafer, Morphological filters-Part I: Their set-theoretic analysis and relations to linear shiftinvariant filters, IEEE Transactions on Acoustics, Speech and Signal Processing, 35(8) (1987) 1153-1169. 

  12. J. Serra 1983 Image analysis and mathematical morphology J. Serra, Image analysis and mathematical morphology, Academic Press, Inc. Orlando, FL, USA, (1983). 

  13. Signal Processing J. Serra 38 1 3 1994 10.1016/0165-1684(94)90052-3 J. Serra, Morphological filtering: an overview, Signal Processing, 38(1) (1994) 3-11. 

  14. Journal of Sound and Vibration G. Y. Luo 236 3 413 2000 10.1006/jsvi.2000.2996 G. Y. Luo, et al., Real-time condition monitoring by significant and natural frequencies analysis of vibration signal with wavelet filter and autocorrelation enhancement, Journal of Sound and Vibration, 236(3) (2000) 413-430. 

  15. Measurement W. He 42 7 1092 2009 10.1016/j.measurement.2009.04.001 W. He, et al., Bearing fault detection based on optimal wavelet filter and sparse code shrinkage, Measurement, 42(7) (2009) 1092-1102. 

  16. Mechanical Systems and Signal Processing J. Lin 17 6 1259 2003 10.1006/mssp.2002.1507 J. Lin and M. J. Zuo, Gearbox fault diagnosis using adaptive wavelet filter, Mechanical Systems and Signal Processing, 17(6) (2003) 1259-1269. 

  17. Mechanical Systems and Signal Processing I. S. Bozchalooi 22 4 915 2008 10.1016/j.ymssp.2007.10.006 I. S. Bozchalooi and M. Liang, A joint resonance frequency estimation and in-band noise reduction method for enhancing the detectability of bearing fault signals, Mechanical Systems and Signal Processing, 22(4) (2008) 915-933. 

  18. Journal of Global Optimization R. Storn 11 4 341 1997 10.1023/A:1008202821328 R. Storn and K. Price, Differential Evolution-A Simple and Efficient Heuristic for global Optimization over Continuous Spaces, Journal of Global Optimization, 11(4) (1997) 341-359. 

  19. EURASIP Journal on Applied Signal Processing N. Karaboga 8 1269 2005 10.1155/ASP.2005.1269 N. Karaboga, Digital IIR Filter Design Using Differential Evolution Algorithm, EURASIP Journal on Applied Signal Processing, 8 (2005) 1269-1276. 

  20. K. V. Price 2005 Differential Evolution: A Practical Approach to Global Optimization K. V. Price, et al., Differential Evolution: A Practical Approach to Global Optimization, Springer-Verlag, Berlin, Germany (2005). 

  21. European Journal of Operational Research P. Kaelo 169 3 1176 2006 10.1016/j.ejor.2004.08.047 P. Kaelo and M. M. Ali, A numerical study of some modified differential evolution algorithms, European Journal of Operational Research, 169(3) (2006) 1176-1184. 

  22. 10.1109/SIU.2007.4298571 N. Yigit and N. Karaboga, Noise Cancellation In Adaptive Filters With Diffrential Evolution Algorithm, Signal Processing and Communications Applications, 2007. SIU 2007. IEEE 15th (2007) 1-4. 

  23. S. G. Mallat 1999 A Wavelet Tour of Signal Processing Second Ed. S. G. Mallat, A Wavelet Tour of Signal Processing, Second Ed. Academic Press, San Diego, USA (1999). 

  24. IEEE Transactions on Instrumentation and Measurement J. Liu 57 12 2801 2008 10.1109/TIM.2008.927211 J. Liu, et al., An extended wavelet spectrum for bearing fault diagnostics, IEEE Transactions on Instrumentation and Measurement, 57(12) (2008) 2801-2812. 

  25. M. Mitchell 1998 10.7551/mitpress/3927.001.0001 An introduction to genetic algorithms M. Mitchell, An introduction to genetic algorithms, The MIT press, Cambridge, USA (1998). 

  26. Journal of Statistical Physics S. Kirkpatrick 34 5 975 1984 10.1007/BF01009452 S. Kirkpatrick, Optimization by simulated annealing: Quantitative studies, Journal of Statistical Physics, 34(5) (1984) 975-986. 

  27. IEEE Computational Intelligence Magazine M. Dorigo 1 4 28 2006 10.1109/CI-M.2006.248054 M. Dorigo, et al., Ant colony optimization, IEEE Computational Intelligence Magazine, 1(4) (2006) 28-39. 

  28. N. Karaboga and B. Cetinkaya, Performance comparison of genetic and differential evolution algorithms for digital FIR filter design, Advances in Information Systems:Third International Conference, Turkey (2004) 482-488. 

  29. K. A. Loparo, Bearings vibration data set, Case Western Reserve University 〈 http://www.eecs.cwru.edu/laboratory/bearing /〉 

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