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A Novel Deep Learning Model for the Detection and Identification of Rolling Element-Bearing Faults

Real-time acquisition of large amounts of machine operating data is now increasingly common due to recent advances in Industry 4.0 technologies. A key benefit to factory operators of this large scale data acquisition is in the ability to perform real-time condition monitoring and early-stage fault d...

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Detalles Bibliográficos
Autores principales: Shenfield, Alex, Howarth, Martin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7570750/
https://www.ncbi.nlm.nih.gov/pubmed/32911771
http://dx.doi.org/10.3390/s20185112