Machine learning based anomaly detection and classification of acoustic emission events for wear monitoring in sliding bearing systems
Florian König, Christopher Sous, Achraf Ouald Chaib, Georg Jacobs
Topics & Concepts
LubricationAcoustic emissionAbrasion (mechanical)Bearing (navigation)Convolutional neural networkAnomaly detectionPattern recognition (psychology)Artificial intelligenceComputer scienceAcousticsMaterials scienceEngineeringMechanical engineeringComposite materialPhysicsMachine Fault Diagnosis TechniquesGear and Bearing Dynamics AnalysisLubricants and Their Additives