Litcius/Paper detail

A transformer-based approach for novel fault detection and fault classification/diagnosis in manufacturing: A rotary system application

Haiyue Wu, Matthew J. Triebe, John W. Sutherland

2023Journal of Manufacturing Systems130 citationsDOI

Topics & Concepts

Mahalanobis distanceClassifier (UML)Data miningEngineeringFault detection and isolationComputer sciencePattern recognition (psychology)Artificial intelligencePrognosticsTransformerReliability engineeringActuatorElectrical engineeringVoltageMachine Fault Diagnosis TechniquesFault Detection and Control SystemsSpectroscopy and Chemometric Analyses