Anomaly detection and multi-step estimation based remaining useful life prediction for rolling element bearings
Junyu Qi, Rui Zhu, Chenyu Liu, Alexandre Mauricio, Konstantinos Gryllias
Topics & Concepts
PrognosticsRolling-element bearingAnomaly detectionEstimatorKalman filterOutlierData miningComputer scienceSupport vector machineParticle filterProcess (computing)Filter (signal processing)EngineeringArtificial intelligencePattern recognition (psychology)VibrationStatisticsMathematicsComputer visionPhysicsOperating systemQuantum mechanicsMachine Fault Diagnosis TechniquesReliability and Maintenance OptimizationEngineering Diagnostics and Reliability