A transfer learning strategy based on numerical simulation driving 1D Cycle-GAN for bearing fault diagnosis
Xiaoyang Liu, Shulin Liu, Jiawei Xiang, Ruixue Sun, Ruixue Sun
Topics & Concepts
Fault (geology)Bearing (navigation)Computer scienceSIGNAL (programming language)VibrationTransfer of learningTranslation (biology)Real-time computingArtificial intelligenceAlgorithmAcousticsPhysicsMessenger RNAChemistryGeologyBiochemistryProgramming languageGeneSeismologyMachine Fault Diagnosis TechniquesGear and Bearing Dynamics AnalysisFault Detection and Control Systems