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Few-Shot Rolling Bearing Fault Diagnosis with Metric-Based Meta Learning

Fault diagnosis methods based on deep learning and big data have achieved good results on rotating machinery. However, the conventional deep learning method of bearing fault diagnosis is mostly based on laboratory artificial simulation data, and there is an error with actual fault data, which will r...

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Detalles Bibliográficos
Autores principales: Wang, Sihan, Wang, Dazhi, Kong, Deshan, Wang, Jiaxing, Li, Wenhui, Zhou, Shuai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7696873/
https://www.ncbi.nlm.nih.gov/pubmed/33187173
http://dx.doi.org/10.3390/s20226437