Cargando…
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...
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 |
Ejemplares similares
-
Research on fault diagnosis method of planetary gearbox based on dynamic simulation and deep transfer learning
por: Song, Meng-Meng, et al.
Publicado: (2022) -
Generative Transfer Learning for Intelligent Fault Diagnosis of the Wind Turbine Gearbox
por: Guo, Jianwen, et al.
Publicado: (2020) -
Fault Diagnosis of Planetary Gearbox Based on Dynamic Simulation and Partial Transfer Learning
por: Song, Mengmeng, et al.
Publicado: (2023) -
Research on Fault Diagnosis of Gearbox with Improved Variational Mode Decomposition
por: Wang, Zhijian, et al.
Publicado: (2018) -
A Machine Learning Approach for Gearbox System Fault Diagnosis
por: Vrba, Jan, et al.
Publicado: (2021)