Federated Transfer Learning Strategy: A Novel Cross-Device Fault Diagnosis Method Based on Repaired Data

Federated learning has attracted much attention in fault diagnosis since it can effectively protect data privacy. However, efficient fault diagnosis performance relies on the uninterrupted training of model parameters with massive amounts of perfect data. To solve the problems of model training diff...

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Detalles Bibliográficos
Autores principales: Yan, Zhenhao, Sun, Jiachen, Zhang, Yixiang, Liu, Lilan, Gao, Zenggui, Chang, Yuxing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10459441/
https://www.ncbi.nlm.nih.gov/pubmed/37631837
http://dx.doi.org/10.3390/s23167302

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10459441/
https://www.ncbi.nlm.nih.gov/pubmed/37631837
http://dx.doi.org/10.3390/s23167302

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