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Unsupervised Domain Adaptive 1D-CNN for Fault Diagnosis of Bearing

Fault diagnosis (FD) plays a vital role in building a smart factory regarding system reliability improvement and cost reduction. Recent deep learning-based methods have been applied for FD and have obtained excellent performance. However, most of them require sufficient historical labeled data to tr...

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Detalles Bibliográficos
Autores principales: Shao, Xiaorui, Kim, Chang-Soo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9185426/
https://www.ncbi.nlm.nih.gov/pubmed/35684777
http://dx.doi.org/10.3390/s22114156