Intelligent fault diagnosis under small sample size conditions via Bidirectional InfoMax GAN with unsupervised representation learning
Shen Liu, Jinglong Chen, Shuilong He, Enyong Xu, Haixin Lv, Zitong Zhou
Topics & Concepts
Computer sciencePattern recognition (psychology)Feature learningArtificial intelligenceInfomaxFeature (linguistics)Feature extractionEncoderAutoencoderRepresentation (politics)Constraint (computer-aided design)Fault detection and isolationFault (geology)Unsupervised learningArtificial neural networkMathematicsPolitical scienceLinguisticsChannel (broadcasting)Computer networkGeometryPhilosophyOperating systemGeologyPoliticsLawActuatorBlind signal separationSeismologyMachine Fault Diagnosis TechniquesGear and Bearing Dynamics AnalysisEngineering Diagnostics and Reliability