A semi-supervised Support Vector Data Description-based fault detection method for rolling element bearings based on cyclic spectral analysis
Chenyu Liu, Konstantinos Gryllias
Topics & Concepts
Rolling-element bearingCyclostationary processFault detection and isolationFault (geology)Support vector machineBearing (navigation)Artificial intelligenceFeature vectorAnomaly detectionPattern recognition (psychology)Computer scienceAutoencoderData miningCondition monitoringEngineeringMachine learningDeep learningVibrationChannel (broadcasting)Computer networkSeismologyActuatorPhysicsElectrical engineeringGeologyQuantum mechanicsMachine Fault Diagnosis TechniquesFault Detection and Control Systems