Uncertainty-aware sensorless anomaly detection using a reliable indicator from position-guided multi-step deep decomposition network
Junyu Qi, Hamid Reza Karimi, Yannick Uhlmann, ZhuYun CHEN, Weihua Li, Gernot Schullerus
Topics & Concepts
Robustness (evolution)Computer scienceTorqueAnomaly detectionScalabilityReliability (semiconductor)InstallationSensitivity (control systems)Condition monitoringEngineeringArtificial intelligenceDecompositionControl engineeringArtificial neural networkAccelerometerFault detection and isolationStructural health monitoringControl theory (sociology)Real-time computingReliability engineeringNoise (video)Position (finance)Machine learningDeep learningData miningEnhanced Data Rates for GSM EvolutionPredictive maintenanceMachine Fault Diagnosis TechniquesAnomaly Detection Techniques and ApplicationsFault Detection and Control Systems