Verification of measuring the bearing clearance using kurtosis, recurrences and neural networks and comparison of these approaches
Publikation: Beiträge in Sammelwerken › Aufsätze in Konferenzbänden › Forschung › begutachtet
Authors
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.
| Originalsprache | Englisch |
|---|---|
| Titel | 2019 IEEE Sensors, SENSORS 2019 - Conference Proceedings |
| Anzahl der Seiten | 4 |
| Verlag | IEEE - Institute of Electrical and Electronics Engineers Inc. |
| Erscheinungsdatum | 11.2019 |
| Aufsatznummer | 8956597 |
| ISBN (Print) | 978-1-7281-1635-8 |
| ISBN (elektronisch) | 978-1-7281-1634-1 |
| DOIs | |
| Publikationsstatus | Erschienen - 11.2019 |
| Veranstaltung | IEEE Sensors - IEEE 2019 - Palais des Congres de Montreal, Montreal, Kanada Dauer: 27.10.2019 → 30.10.2019 https://ieee-sensors2019.org/ |
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Zugehörige Aktivitäten
Verification of Measuring the Bearing Clearance Using Kurtosis, Recurrences and Neural Networks and Comparison of These Approaches
Aktivität: Vorträge und Gastvorlesungen › Präsentationen (Poster ua.) › Forschung