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Deep transfer learning strategy for efficient domain generalisation in machine fault diagnosis

Automated fault diagnosis algorithms based on vibration sensor recordings play an important role in determining the state of health of the machines. Data-driven approaches demand a large amount of labelled data to build reliable models. The performance of such lab-trained models degrades when deploy...

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Detalles Bibliográficos
Autores principales: Asutkar, Supriya, Tallur, Siddharth
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10125977/
https://www.ncbi.nlm.nih.gov/pubmed/37095230
http://dx.doi.org/10.1038/s41598-023-33887-5

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