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Machine fault diagnosis with small sample based on variational information constrained generative adversarial network

Shaowei Liu, Hongkai Jiang, Zhenghong Wu, Yunpeng Liu, Ke Zhu

2022Advanced Engineering Informatics77 citationsDOI

Topics & Concepts

DiscriminatorComputer scienceArtificial intelligenceFault (geology)Constraint (computer-aided design)BottleneckAdversarial systemMachine learningEncoderData miningEngineeringGeologyEmbedded systemDetectorOperating systemTelecommunicationsSeismologyMechanical engineeringMachine Fault Diagnosis TechniquesGear and Bearing Dynamics AnalysisIndustrial Vision Systems and Defect Detection
Machine fault diagnosis with small sample based on variational information constrained generative adversarial network | Litcius