Intelligent Fault Diagnosis and Forecast of Time-Varying Bearing Based on Deep Learning VMD-DenseNet

Rolling bearings are important in rotating machinery and equipment. This research proposes variational mode decomposition (VMD)-DenseNet to diagnose faults in bearings. The research feature involves analyzing the Hilbert spectrum through VMD whereby the vibration signal is converted into an image. H...

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Detalles Bibliográficos
Autor principal: Lin, Shih-Lin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8619351/
https://www.ncbi.nlm.nih.gov/pubmed/34833542
http://dx.doi.org/10.3390/s21227467

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8619351/
https://www.ncbi.nlm.nih.gov/pubmed/34833542
http://dx.doi.org/10.3390/s21227467

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