Few-shot reliability evaluation of tribopairs degradation based on active learning supported generative adversarial network
Zhonghai Ma, Yiwen Sun, Fanglong Yin, Qidong Zhang, Songlin Nie, Hui Ji
Topics & Concepts
Adversarial systemGenerative adversarial networkReliability (semiconductor)Generative grammarOne shotComputer scienceArtificial intelligenceDegradation (telecommunications)Reliability engineeringShot (pellet)Machine learningEngineeringDeep learningMaterials scienceMechanical engineeringPhysicsTelecommunicationsMetallurgyQuantum mechanicsPower (physics)Machine Fault Diagnosis TechniquesGear and Bearing Dynamics AnalysisMechanical Failure Analysis and Simulation