A New Bearing Fault Diagnosis Method Based on Capsule Network and Markov Transition Field/Gramian Angular Field

Compared to time-consuming and unreliable manual analysis, intelligent fault diagnosis techniques using deep learning models can improve the accuracy of intelligent fault diagnosis with their multi-layer nonlinear mapping capabilities. This paper proposes a model to perform fault diagnosis and class...

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Detalles Bibliográficos
Autores principales: Han, Bin, Zhang, Hui, Sun, Ming, Wu, Fengtong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8622607/
https://www.ncbi.nlm.nih.gov/pubmed/34833837
http://dx.doi.org/10.3390/s21227762

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8622607/
https://www.ncbi.nlm.nih.gov/pubmed/34833837
http://dx.doi.org/10.3390/s21227762

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