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Cepstrum Analysis as a Useful Supplement to Spectrum Analysis for Gear-Box Monitoring

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Experimental Stress Analysis

Summary

Cepstrum analysis is used frequently in data processing and signal analysis. The use of this new technique however in monitoring the mechanical condition of gearboxes is still rather unknown. This paper presents the results of an evaluation of the cepstrum technique as a tool for the interpretation of gearbox spectra. The origin of vibrations in gearboxes and a useful definition of the cepstrum will be presented. The method will be applied for the condition evaluation of a transmission train of 4 gears and it will be shown that the method can be used effectively if some practical considerations and some limitations are kept in mind.

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References

  1. Bogert, B.P., Healy, M.J.R., Tukey, J.W., “The Quefrency Analysis of Time Series for Echoes: Cepstrum, Pseudo auto covariance, Cross Cepstrum and Saphe Cracking”, Proceedings of a Symposium on Time Series Analysis by M. Rosenblatt, ( Ed. ), Wiley, N.Y., 1963, pp. 209–243.

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  2. Childers, D.G., Skinner, D.P., Kemerait, R.C., “The Cepstrum: A Guide to Processing”, Proceedings of the IEEE, Vol. 65, no. 10, oct. 1977.

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  3. Stakenborg, M.J.L., “On the Use of Cepstrum Analysis in Gearbox Monitoring”, Report WFW 84.025, University Eindhoven, aug. 1984.

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  4. Randall, R.B., “A new Method of Modelling Gear Faults”, Inl. of Mech. Design, april 1982, Vol. 104/259.

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  5. Thrane, N., “Zoom FFT”, B and K, Technical Review, no. 2, 1980.

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Author information

Authors and Affiliations

  1. Eindhoven University of Technology, The Netherlands

    A. De Kraker & M. J. L. Stakenborg

Authors
  1. A. De Kraker
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  2. M. J. L. Stakenborg
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Editor information

Editors and Affiliations

  1. TNO-IWECO, P.O. Box 29, 2600 AA, Delft, The Netherlands

    H. Wieringa (Chairman) (Chairman)

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© 1986 Martinus Nijhoff Publishers, Dordrecht

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De Kraker, A., Stakenborg, M.J.L. (1986). Cepstrum Analysis as a Useful Supplement to Spectrum Analysis for Gear-Box Monitoring. In: Wieringa, H. (eds) Experimental Stress Analysis. Springer, Dordrecht. https://doi.org/10.1007/978-94-009-4416-9_21

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  • DOI: https://doi.org/10.1007/978-94-009-4416-9_21

  • Publisher Name: Springer, Dordrecht

  • Print ISBN: 978-94-010-8465-9

  • Online ISBN: 978-94-009-4416-9

  • eBook Packages: Springer Book Archive

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