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Fault diagnosis of wind turbine gearbox under limited labeled data through temporal predictive and similarity contrast learning embedded with self-attention mechanism

Yunyi Zhu, Bin Xie, Anqi Wang, Zheng Qian

2023Expert Systems with Applications58 citationsDOI

Topics & Concepts

Computer scienceFault (geology)GeneralizationSimilarity (geometry)Artificial intelligenceTurbineContrast (vision)Identification (biology)Condition monitoringPredictive maintenanceFault detection and isolationPattern recognition (psychology)Mechanism (biology)Machine learningData miningEngineeringReliability engineeringMathematicsActuatorPhilosophyEpistemologySeismologyMathematical analysisBiologyGeologyBotanyElectrical engineeringImage (mathematics)Mechanical engineeringMachine Fault Diagnosis TechniquesGear and Bearing Dynamics AnalysisMechanical Failure Analysis and Simulation
Fault diagnosis of wind turbine gearbox under limited labeled data through temporal predictive and similarity contrast learning embedded with self-attention mechanism | Litcius