Litcius/Paper detail

Physics-guided self-supervised learning for rotating-machinery fault diagnosis: role of average energy density equation

Jaewook Lee, Jaewook Lee, Sukeun Hong, Sanghoon Lee, Jongsoo Lee, Jongsoo Lee, Jongsoo Lee

2025Advanced Engineering Informatics7 citationsDOI

Topics & Concepts

Feature learningArtificial intelligenceFault (geology)Representation (politics)Computer scienceSegmentationMachine learningScalabilityFeature (linguistics)Entropy (arrow of time)Energy (signal processing)Pattern recognition (psychology)Fault detection and isolationFeature extractionSpectrogramVibrationDeep learningDomain (mathematical analysis)EngineeringClass (philosophy)Feature vectorExtreme learning machineTime domainAutoencoderMachine Fault Diagnosis TechniquesFault Detection and Control SystemsEngineering Diagnostics and Reliability
Physics-guided self-supervised learning for rotating-machinery fault diagnosis: role of average energy density equation | Litcius