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Research on fault diagnosis method of planetary gearbox based on dynamic simulation and deep transfer learning

To address the issue of not having enough labeled fault data for planetary gearboxes in actual production, this research develops a simulation data-driven deep transfer learning fault diagnosis method that applies fault diagnosis knowledge from a dynamic simulation model to an actual planetary gearb...

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Detalles Bibliográficos
Autores principales: Song, Meng-Meng, Xiong, Zi-Cheng, Zhong, Jian-Hua, Xiao, Shun-Gen, Tang, Yao-Hong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9553873/
https://www.ncbi.nlm.nih.gov/pubmed/36220866
http://dx.doi.org/10.1038/s41598-022-21339-5