Angle ⧹ time cyclostationarity for the analysis of rolling element bearing vibrations

Abstract : In speed-varying conditions, the assumption of cyclostationarity of rolling-element bearing vibrations is jeopardized. The emitted signal comprises an interaction between (i) time-dependent components related to the system dynamics (e.g. transfer function) and (ii) angle-dependent mechanisms related to the system kinematics (e.g. impact, load modulations…). This necessarily implies the inadequacy of classical cyclostationary tools no matter a temporal or angular vision is adopted. This consequently calls for an angle⧹time approach which preserves—via the angle variable—the cyclic evolution of the signal while maintaining—via the time variable—a temporal description of the system dynamics. The first object of this paper is to analytically characterize bearing fault vibrations and explore its angle⧹time cyclostationary property. The second object is to experimentally validate these results on real-world vibration signals and demonstrate the optimality of the angle–time approach over classical approaches for rolling element bearing diagnosis.
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Journal articles
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https://hal.archives-ouvertes.fr/hal-01714350
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Submitted on : Wednesday, February 21, 2018 - 2:26:45 PM
Last modification on : Thursday, December 19, 2019 - 11:12:04 AM

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Dany Abboud, Jérôme Antoni, Mario Eltabach, Sophie Sieg-Zieba. Angle ⧹ time cyclostationarity for the analysis of rolling element bearing vibrations. Measurement - Journal of the International Measurement Confederation (IMEKO), Elsevier, 2015, 75, pp.29 - 39. ⟨10.1016/j.measurement.2015.07.017⟩. ⟨hal-01714350⟩

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