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Spectrum-guided GAN with density-directionality sampling: Diverse high-fidelity signal generation for fault diagnosis of rotating machinery

Taehun Kim, Jin Uk Ko, Jinwook Lee, Yong Chae Kim, Joon Ha Jung, Byeng D. Youn

2024Advanced Engineering Informatics29 citationsDOI

Topics & Concepts

DirectionalityHigh fidelityFault (geology)SIGNAL (programming language)FidelitySampling (signal processing)Materials scienceComputer scienceElectronic engineeringElectrical engineeringEngineeringFilter (signal processing)SeismologyGeologyBiologyProgramming languageGeneticsMachine Fault Diagnosis TechniquesEngineering Diagnostics and ReliabilityFault Detection and Control Systems