A Low Complexity Rolling Bearing Diagnosis Technique Based on Machine Learning and Smart Preprocessing

In this work, we present a diagnosis system for rolling bearings that leverages simultaneous measurements of vibrations and machine rotation speed. Our approach combines the robustness of simple time domain methods for fault detection with the potential of machine learning techniques for fault locat...

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Detalles Bibliográficos
Autores principales: Fort, Ada, Landi, Elia, Mugnaini, Marco, Vignoli, Valerio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10490720/
https://www.ncbi.nlm.nih.gov/pubmed/37688002
http://dx.doi.org/10.3390/s23177546

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10490720/
https://www.ncbi.nlm.nih.gov/pubmed/37688002
http://dx.doi.org/10.3390/s23177546

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