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Research on gearbox temperature field image fault diagnosis method based on transfer learning and deep belief network

This paper applies thermal imaging technology to gearbox fault diagnosis. The temperature field calculation model is established to obtain the temperature field images of various faults. A deep learning network model combining transfer learning of convolutional neural network with supervised trainin...

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Detalles Bibliográficos
Autores principales: Lu, Xi, Li, Pan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10126122/
https://www.ncbi.nlm.nih.gov/pubmed/37095134
http://dx.doi.org/10.1038/s41598-023-33858-w