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A Novel Image-Based Diagnosis Method Using Improved DCGAN for Rotating Machinery

Rotating machinery plays an important role in industrial systems, and faults in the machinery may damage the system health. A novel image-based diagnosis method using improved deep convolutional generative adversarial networks (DCGAN) is proposed for the feature recognition and fault classification...

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I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Yangde Gao, Farzin Piltan, Jong-Myon Kim
Hōputu: Artigo
Reo:Inglês
I whakaputaina: MDPI AG 2022-10-01
Rangatū:Sensors
Ngā marau:
Urunga tuihono:https://www.mdpi.com/1424-8220/22/19/7534
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