Double Impulses Extraction of Faulty Rolling Element Bearing Based on EEMD and Complex Morlet Wavelet

You Bing Kong; Yu Guo; Xing Wu

doi:10.4028/www.scientific.net/AMR.904.437

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HomeAdvanced Materials ResearchAdvanced Materials Research Vol. 904Double Impulses Extraction of Faulty Rolling...

Double Impulses Extraction of Faulty Rolling Element Bearing Based on EEMD and Complex Morlet Wavelet

Abstract:

A method for the double impulses extraction of faulty rolling element bearing (REB) is proposed in this paper. In the proposed approach, the (Ensemble Empirical Mode Decomposition) EEMD are employed for filtering the random noise and high-frequency continuous noise without any mode mixing. Then, the extracted signal is filtered with complex Morlet wavelet, which enhanced the double impulses greatly. As a result, clear double impulses can be obtained through the envelope. The effectiveness of the approach is demonstrated by the simulation study.

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Periodical:

Advanced Materials Research (Volume 904)

Pages:

437-441

DOI:

https://doi.org/10.4028/www.scientific.net/AMR.904.437

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Online since:

March 2014

Authors:

You Bing Kong, Yu Guo*, Xing Wu

Keywords:

Complex Morlet Wavelet, Double Impulses, EEMD, Rolling Element Bearing

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References

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