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Characterization of Rolling Element Bearing Data Using the Gottwald and Melbourne’s 0-1 Test and the Hugichi Fractal Dimension

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Topics in Nonlinear Mechanics and Physics

Part of the book series: Springer Proceedings in Physics ((SPPHY,volume 228))

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Abstract

The paper considers the characterization of the data extracted from an experimental model of rotor supported on rolling elements. A description of the method is provided as well as an illustration using a standard dynamic map. The 0-1 test for chaos and the Higuchi dimension are shown to be effective tool in the identification of chaotic behavior of the system bearing with and without faults.

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Acknowledgements

Part of this work was done during the Postdoctoral fellow of C.A.K. Kwuimy at the VCADS. He would like to thank Dr. C. Nataraj and the US Office of Naval Research for the financial support (grant N00014-13-1-0485).

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Correspondence to C. A. Kitio Kwuimy .

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Kwuimy, C.A.K., Haj Mohamad, T., Nataraj, C. (2019). Characterization of Rolling Element Bearing Data Using the Gottwald and Melbourne’s 0-1 Test and the Hugichi Fractal Dimension. In: Belhaq, M. (eds) Topics in Nonlinear Mechanics and Physics. Springer Proceedings in Physics, vol 228. Springer, Singapore. https://doi.org/10.1007/978-981-13-9463-8_8

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