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Rolling Bearing Fault Diagnosis Based on WOA-VMD-MPE and MPSO-LSSVM

In order to further improve the accuracy of fault identification of rolling bearings, a fault diagnosis method based on the modified particle swarm optimization (MPSO) algorithm optimized least square support vector machine (LSSVM), combining parameter optimization variational mode decomposition (VM...

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Detalles Bibliográficos
Autores principales: Jin, Zhihao, Chen, Guangdong, Yang, Zhengxin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9319513/
https://www.ncbi.nlm.nih.gov/pubmed/35885150
http://dx.doi.org/10.3390/e24070927