Litcius/Paper detail

Monitoring Tribological Events by Acoustic Emission Measurements for Bearing Contacts

Philipp Renhart, M.R. Maier, Christopher Strablegg, Florian Summer, Florian Grün, Andreas Eder

2021Lubricants12 citationsDOIOpen Access PDF

Abstract

The measurement of acoustic emission data in experiments reveals informative details about the tribological contact. The required recording rate for conclusive datasets ranges up to several megahertz. Typically, this results in very large datasets for long-term measurements. This in return has the consequence, that acoustic emissions are mostly acquired at predefined cyclic time intervals, which leads to many blind spots. The following work shows methods for effective postprocessing and a feature based data acquisition method. Additionally, a two stage wear mechanism for bearings was found by the described method and could be substantiated by a numerical simulation.

Topics & Concepts

Acoustic emissionTribologyBearing (navigation)Materials scienceAcousticsWork (physics)Feature (linguistics)Computer scienceData acquisitionPattern recognition (psychology)Mechanical engineeringArtificial intelligenceComposite materialEngineeringPhysicsPhilosophyOperating systemLinguisticsGear and Bearing Dynamics AnalysisAdhesion, Friction, and Surface InteractionsLubricants and Their Additives