Rolling Bearing Fault Diagnosis Based on VMD-MPE and PSO-SVM

The goal of the paper is to present a solution to improve the fault detection accuracy of rolling bearings. The method is based on variational mode decomposition (VMD), multiscale permutation entropy (MPE) and the particle swarm optimization-based support vector machine (PSO-SVM). Firstly, the origi...

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Detalles Bibliográficos
Autores principales: Ye, Maoyou, Yan, Xiaoan, Jia, Minping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8233737/
https://www.ncbi.nlm.nih.gov/pubmed/34208777
http://dx.doi.org/10.3390/e23060762

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8233737/
https://www.ncbi.nlm.nih.gov/pubmed/34208777
http://dx.doi.org/10.3390/e23060762

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