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A deep capsule neural network with data augmentation generative adversarial networks for single and simultaneous fault diagnosis of wind turbine gearbox

Pengfei Liang, Chao Deng, Xiaoming Yuan, Lijie Zhang

2022ISA Transactions64 citationsDOI

Topics & Concepts

Artificial neural networkArtificial intelligenceFault (geology)Computer scienceFeature (linguistics)TurbineDomain (mathematical analysis)Pattern recognition (psychology)Machine learningEngineeringMechanical engineeringMathematicsGeologySeismologyPhilosophyMathematical analysisLinguisticsMachine Fault Diagnosis TechniquesGear and Bearing Dynamics AnalysisNon-Destructive Testing Techniques
A deep capsule neural network with data augmentation generative adversarial networks for single and simultaneous fault diagnosis of wind turbine gearbox | Litcius