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Dconformer: A denoising convolutional transformer with joint learning strategy for intelligent diagnosis of bearing faults

Sheng Li, Jinchen Ji, Yadong Xu, Ke Feng, Ke Zhang, Jingchun Feng, Michael Beer, Qing Ni, Yuling Wang

2024Mechanical Systems and Signal Processing109 citationsDOI

Topics & Concepts

Discriminative modelTransformerNoise reductionComputer scienceArtificial intelligencePattern recognition (psychology)Convolutional neural networkFeature learningVibrationEngineeringMachine learningVoltagePhysicsQuantum mechanicsElectrical engineeringMachine Fault Diagnosis TechniquesGear and Bearing Dynamics AnalysisAdvanced machining processes and optimization
Dconformer: A denoising convolutional transformer with joint learning strategy for intelligent diagnosis of bearing faults | Litcius