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A Domain Adaption ResNet Model to Detect Faults in Roller Bearings Using Vibro-Acoustic Data

Intelligent fault diagnosis of roller bearings is facing two important problems, one is that train and test datasets have the same distribution, and the other is the installation positions of accelerometer sensors are limited in industrial environments, and the collected signals are often polluted b...

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Detalles Bibliográficos
Autores principales: Liu, Yi, Xiang, Hang, Jiang, Zhansi, Xiang, Jiawei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10051398/
https://www.ncbi.nlm.nih.gov/pubmed/36991778
http://dx.doi.org/10.3390/s23063068