Envelope Analysis Using the Teager-Kaiser Energy Operator for Condition Monitoring of a Wind Turbine Bearing

Ifigeneia Antoniadou; Thomas P. Howard; R.S. Dwyer-Joyce; Matthew B. Marshall; Jack Naumann; Nikolaos Dervilis; Keith Worden

doi:10.4028/www.scientific.net/AMM.564.170

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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vol. 564Envelope Analysis Using the Teager-Kaiser Energy...

Envelope Analysis Using the Teager-Kaiser Energy Operator for Condition Monitoring of a Wind Turbine Bearing

Abstract:

Different signal processing methods are applied to experimental data obtained from a rolling element bearing rig in order to perform damage detection. Among these methods the Teager-Kaiser energy operator is also proposed as a more novel approach. This energy operator is an amplitude-frequency demodulation method used in this paper as an alternative to the Hilbert Transform in order to perform envelope analysis on the datasets analysed.

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Periodical:

Applied Mechanics and Materials (Volume 564)

Pages:

170-175

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.564.170

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Online since:

June 2014

Authors:

Ifigeneia Antoniadou*, Thomas P. Howard, R.S. Dwyer-Joyce, Matthew B. Marshall, Jack Naumann, Nikolaos Dervilis, Keith Worden

Keywords:

Condition Monitoring, Envelope Analysis, Rolling Element Bearing, Teager-Kaiser Energy Operator

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References

[1] N. Sawalhi and R.B. Randall, Mechanical Systems and Signal Processing, Vol. 22 (2008), p.1924-(1951).

Google Scholar

[2] R.B. Randall, Wiley, (2011).

Google Scholar

[3] N.E. Huang, Z. Wu, S.R. Long, K.C. Arnold, X. Chen, K. Blank et al., Advances in Adaptive Data Analysis, Vol. 1 (2) (2009), pp.177-229.

Google Scholar

[4] I. Antoniadou, G. Manson, N. Dervilis, T. Barszcz, W.J. Staszewski and K. Worden, in: International Conference on Noise and Vibration engineering, ISMA, Leuven, Belgium, September, (2012).

Google Scholar

[5] I. Antoniadou, G. Manson, S.G. Taylor, N. Dervilis, K. Worden and C.R. Farrar, in: 5th International Congress on Technical diagnostics, Krakow, Poland September (2012).

Google Scholar

[6] R.B. Randall, J. Antoni and S. Chobsaard, Mechanical Systems and Signal Processing, Vol. 15 (5) (2001), 945-962.

Google Scholar

[7] H.M. Teager and S.M. Teager, in: A phenomenological model for vowel production in the vocal tract, Speech Science: Recent Advances, College-Hill Press, San Diego, chapter 3, 73-109 (1985).

Google Scholar

[8] H.M. Teager and S.M. Teager, in: International Conference on Acoustics, Speech and Signal Processing, France, 4, chapter 55, pp.241-261, Kluwer Academic Publications(1990).

Google Scholar

[9] P. Maragos, J.F. Kaiser and T.F. Quartieri, IEEE Transactions on Signal Processing, Vol. 10 (1993), pp.3024-3051.

Google Scholar

[10] A. Potamianos and P. Maragos, Signal Processing, Vol. 37 (1994), pp.95-120.

Google Scholar