Rolling-Element Bearing Fault Diagnosis Using Improved LeNet-5 Network

To address the problems of low recognition accuracy, slow convergence speed and weak generalization ability of traditional LeNet-5 network used in rolling-element bearing fault diagnosis, a rolling-element bearing fault diagnosis method using improved 2D LeNet-5 network is put forward. The following...

Descripción completa

Detalles Bibliográficos
Autores principales: Wan, Lanjun, Chen, Yiwei, Li, Hongyang, Li, Changyun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7146750/
https://www.ncbi.nlm.nih.gov/pubmed/32197388
http://dx.doi.org/10.3390/s20061693

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7146750/
https://www.ncbi.nlm.nih.gov/pubmed/32197388
http://dx.doi.org/10.3390/s20061693

Ejemplares similares