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Fault Diagnosis Method for Rolling Mill Multi Row Bearings Based on AMVMD-MC1DCNN under Unbalanced Dataset

Rolling mill multi-row bearings are subjected to axial loads, which cause damage of rolling elements and cages, so the axial vibration signal contains rich fault character information. The vertical shock caused by the failure is weakened because multiple rows of bearings are subjected to radial forc...

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Detalles Bibliográficos
Autores principales: Zhao, Chen, Sun, Jianliang, Lin, Shuilin, Peng, Yan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8400546/
https://www.ncbi.nlm.nih.gov/pubmed/34450936
http://dx.doi.org/10.3390/s21165494