Rotating machinery fault detection using eemd and bispectrum

Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference 2009, DETC2009

Volumn 1, Issue PART A, 2010, Pages 81-86

  Lei, Yaguo ^a   Zuo, Ming J ^a   Hoseini, Mohammad ^a  

^a UNIVERSITY OF ALBERTA   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

BISPECTRUM; BISPECTRUM ANALYSIS; COUPLING EFFECT; EMPIRICAL MODE DECOMPOSITION; ENSEMBLE EMPIRICAL MODE DECOMPOSITION; GEAR FAULTS; INTRINSIC MODE FUNCTIONS; PHYSICAL MEANINGS; RECONSTRUCTION ALGORITHMS; SIMULATION EXAMPLE; THIRD-ORDER; VIBRATION SIGNAL;

FAULT DETECTION; ROTATING MACHINERY; ROTATION; VIBRATION ANALYSIS;

SIGNAL DETECTION;

EID: 77953767521     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1115/DETC2009-86794     Document Type: Conference Paper

References (6)

1. Yang, D. M., Stronach, A. F. and MacConnell, P., 2002, "Third-order spectral techniques for the diagnosis of motor bearing condition using artificial neural networks", Mechanical Systems and Signal Processing, Vol. 16, pp. 391-411.
2. Xu, S., Huang, B. and Huang, Y., 2007, "Classification and diagnosis of mechanical faults using the RBF network based on the local bispectra", Lecture Notes in Computer Science: Advances in Neural Networks, pp. 626-632.
3. Boltežar, M. and Slavič, J., 2006, "Fault detection of DC electric motors using the bispectral analysis", Meccanica, Vol. 41, pp. 283-297.
4. Montero, F. E. and Medina, O. C., 2008, "The application of bispectrum on diagnosis of rolling element bearings: A theoretical approach", Mechanical Systems and Signal Processing, Vol. 22, pp. 588-596.
5. Wu, Z. H. and Huang, N. E, 2009, "Ensemble empirical mode decomposition: A noise assisted data analysis method", Advances in Adaptive Data Analysis, Vol. 1, pp. 1-41.
6. Tian, T., Lin, J., Agelinchaab, M., Zhang, J., Akhtar, M., Zuo, M. J. and Fyfe, K. R., 2002, "Experiment report on the gearbox dynamic simulator", Technical Report, Department of Mechanical Engineering, University of Alberta, Edmonton, pp. 1-7.