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Integrated Modulation Intensity Distribution as a Practical Tool for Condition Monitoring – Part 1: Theoretical Investigation

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Condition Monitoring of Machinery in Non-Stationary Operations

Abstract

Modulations present in vibration signals generated by rotating machinery might carry a lot of useful information about its technical condition. The paper describes a technique for detection of modulations in vibroacoustic signals, called modulation intensity distribution (MID), which, as proven might be considered as a generalized description of the spectral correlation density. Additionally, the paper includes the description of integrated MID (IMID) which allows to present the results of MID in a simplified form. As a conclusion, the discussion is held on the application of IMID to industrial condition monitoring systems.

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References

  1. Barszcz, T., Urbanek, J., Szumilas, L.: Selection of Efficient Monitoring Methods for Machinery Generating High Vibration Signal Disturbance. Diagnostyka  55, 55–58 (2010)

    Google Scholar 

  2. Zimroz, R., Bartelmus, W.: Gearbox Condition Estimation Using Cyclo- Stationary Properties of Vibration Signal. Key Engineering Materials 413-414, 471–478 (2009)

    Google Scholar 

  3. Antoni, J.: Cyclostationarity by examples. Mechanical Systems and Signal Processing 23, 987–1036 (2009)

    Article  Google Scholar 

  4. Bonnardot, F., Randall, R.B., Guillet, F.: Extraction of Second-Order Cyclostationary Sources—Application to Vibration Analysis. Mechanical Systems and Signal Processing 19, 1230–1244 (2005)

    Article  Google Scholar 

  5. Antoni, J.: Cyclic Spectral Analysis of Rolling-Element Bearing Signals: Facts and Fictions. Journal of Sound and Vibration 304, 497–529 (2007)

    Article  Google Scholar 

  6. Makowski, R., Zimroz, R.: Adaptive Bearings Vibration Modelling for Diagnosis. LNCS (LNAI), vol. 943, pp. 248–259 (2011)

    Google Scholar 

  7. McFadden, P.D., Smith, J.D.: Vibration Monitoring of Rolling Element Bearings by The High Frequency Resonance Technique. Tribology International 17, 3–10 (1984)

    Article  Google Scholar 

  8. Randall, R.B., Antoni, J., Chobsaard, S.: The Relationship Between Spectral Correlation and Envelope Analysis in the Diagnostics of Bearing Faults and Other Cyclostationary Machine Signals. Mechanical Systems and Signal Processing 15, 945–962 (2001)

    Article  Google Scholar 

  9. Urbanek, J., Antoni, J., Barszcz, T.: Detection of signal component modulations using modulation intensity distribution. Mechanical Systems and Signal Processing (2012); doi:10.1016/j.ymssp.12.018

    Google Scholar 

  10. Barszcz, T., Jabłoński, A.: A Novel Method of Optimal Band Selection for Vibration Signal Demodulation. Mechanical Systems and Signal Processing 25, 431–451 (2011)

    Article  Google Scholar 

  11. D’ Elia, G., Delvecchio, S., Cocconcelli, M., Dalpiaz, G.: Combining blind separation and cyclostationary techniques for monitoring distributed wear in gearbox rolling bearings. In: Proc. of Surveillance, Compiègne, France, October 25-26, vol. 6 (2011)

    Google Scholar 

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Correspondence to Jacek Urbanek .

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© 2012 Springer-Verlag GmbH Berlin Heidelberg

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Urbanek, J., Barszcz, T., Antoni, J. (2012). Integrated Modulation Intensity Distribution as a Practical Tool for Condition Monitoring – Part 1: Theoretical Investigation. In: Fakhfakh, T., Bartelmus, W., Chaari, F., Zimroz, R., Haddar, M. (eds) Condition Monitoring of Machinery in Non-Stationary Operations. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-28768-8_38

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  • DOI: https://doi.org/10.1007/978-3-642-28768-8_38

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-28767-1

  • Online ISBN: 978-3-642-28768-8

  • eBook Packages: EngineeringEngineering (R0)

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