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

  • C. A. Kitio KwuimyEmail author
  • T.  Haj Mohamad
  • C. Nataraj
Conference paper
Part of the Springer Proceedings in Physics book series (SPPHY, volume 228)

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.

Notes

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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Copyright information

© Springer Nature Singapore Pte Ltd. 2019

Authors and Affiliations

  • C. A. Kitio Kwuimy
    • 1
    Email author
  • T.  Haj Mohamad
    • 2
  • C. Nataraj
    • 2
  1. 1.Department of Engineering Education, College of Engineering and Applied ScienceUniversity of CincinnatiCincinnatiUSA
  2. 2.Villanova Center for Analytics of Dynamic Systems (VCADS)Villanova UniversityVillanovaUSA

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