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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Detalles Bibliográficos
Autores principales: Gao, Yangde, Piltan, Farzin, Kim, Jong-Myon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9570832/
https://www.ncbi.nlm.nih.gov/pubmed/36236633
http://dx.doi.org/10.3390/s22197534

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9570832/
https://www.ncbi.nlm.nih.gov/pubmed/36236633
http://dx.doi.org/10.3390/s22197534

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