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Intelligent diagnosis method of rolling bearing based on BiGAN

Rolling bearing is a critical component in the rotating machinery, which directly affects the reliability of the equipment. The artificial intelligence-enabled bearing fault diagnosis model has achieved impressive successes over the years. However, rolling bearings’ imbalanced data sets (normal samp...

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Guardado en:
Autores principales: ZHANG Hao, GU Lichen, GUO Zichen
Formato: Artigo
Lenguaje:Inglês
Publicado: Publishing Center of North University of China 2024-06-01
Colección:Journal of Measurement Science and Instrumentation
Materias:
rolling bearing
fault diagnosis
bidirectional generative adversarial network (BiGAN)
convolutional neural network (CNN)
data imbalance
Acceso en línea:http://jmsi.publish.founderss.cn/thesisDetails#10.62756/jmsi.1674-8042.2024027
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