Litcius/Paper detail

A novel deep denoising model integrating transformer and time–frequency loss for gearbox fault diagnosis

Caizi Fan, Yongchao Zhang, Hui Ma, Zeyu Ma

2025Advanced Engineering Informatics23 citationsDOI

Topics & Concepts

Noise reductionTransformerComputer scienceArtificial intelligenceEngineeringElectronic engineeringPattern recognition (psychology)Electrical engineeringVoltageMachine Fault Diagnosis TechniquesGear and Bearing Dynamics AnalysisFault Detection and Control Systems
A novel deep denoising model integrating transformer and time–frequency loss for gearbox fault diagnosis | Litcius