A component diagnostic and prognostic framework for pump bearings based on deep learning with data augmentation
Andy Rivas, Gregory Delipei, Ian J. Davis, Satyan Bhongale, Jinan Yang, Jason Hou
Topics & Concepts
PrognosticsComponent (thermodynamics)Predictive maintenanceReliability engineeringArtificial neural networkFault (geology)EngineeringAutoencoderArtificial intelligenceConvolutional neural networkData miningMachine learningComputer sciencePattern recognition (psychology)ThermodynamicsGeologySeismologyPhysicsMachine Fault Diagnosis TechniquesOil and Gas Production TechniquesEngineering Diagnostics and Reliability