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An enhanced generative adversarial network for longer vibration time data generation under variable operating conditions for imbalanced bearing fault diagnosis

Teng Wang, Zhi Chao Ong, Shin Yee Khoo, Pei Yi Siow, Jinlai Zhang, Tao Wang

2025Engineering Applications of Artificial Intelligence18 citationsDOI

Topics & Concepts

Computer scienceGenerative grammarBearing (navigation)Fault (geology)VibrationAdversarial systemGenerative adversarial networkVariable (mathematics)Artificial intelligenceMachine learningPattern recognition (psychology)Deep learningAcousticsGeologyMathematical analysisPhysicsSeismologyMathematicsMachine Fault Diagnosis TechniquesGear and Bearing Dynamics AnalysisAdvanced machining processes and optimization
An enhanced generative adversarial network for longer vibration time data generation under variable operating conditions for imbalanced bearing fault diagnosis | Litcius