Verification of Measuring the Bearing Clearance Using Kurtosis, Recurrences and Neural Networks and Comparison of These Approaches

Description

Determination and in situ detection of bearing radial clearance are studied using vibration spectra detected by acceleration sensors applied to double-row self-aligning ball bearings. We applied three different methods for the determination of bearing clearance and present the results: a) using neural networks, b) calculating the spectral kurtosis of the corresponding spectra and c) performing recurrence plots and recurrence quantification analysis for various bearing clearances. The statistical results and corresponding quantificators show reliable in service detection and monitoring of the clearance.

Period	28.11.2019
Event title	IEEE Sensors - IEEE 2019
Event type	Conference
Sponsor	IEEE Computer Society
Location	Montreal, CanadaShow on map
Degree of Recognition	International