Litcius/Paper detail

A novel time–frequency Transformer based on self–attention mechanism and its application in fault diagnosis of rolling bearings

Yifei Ding, Minping Jia, Qiuhua Miao, Yudong Cao

2021Mechanical Systems and Signal Processing502 citationsDOIOpen Access PDF

Topics & Concepts

TransformerComputer scienceVibrationFeature learningEncoderArtificial intelligenceElectronic engineeringEngineeringElectrical engineeringVoltageAcousticsOperating systemPhysicsMachine Fault Diagnosis TechniquesGear and Bearing Dynamics AnalysisEngineering Diagnostics and Reliability