Domain generalization via adversarial out-domain augmentation for remaining useful life prediction of bearings under unseen conditions
Yifei Ding, Minping Jia, Yudong Cao, Peng Ding, Xiaoli Zhao, Chi-Guhn Lee
Topics & Concepts
Computer scienceArtificial intelligenceRegularization (linguistics)GeneralizationDomain (mathematical analysis)DiscriminatorMachine learningAdversarial systemGenerator (circuit theory)PrognosticsDomain adaptationConsistency (knowledge bases)Data miningMathematicsClassifier (UML)Mathematical analysisQuantum mechanicsPhysicsPower (physics)DetectorTelecommunicationsDomain Adaptation and Few-Shot LearningOccupational Health and Safety Research