Intelligent Defect Diagnosis of Rolling Element Bearings under Variable Operating Conditions Using Convolutional Neural Network and Order Maps

Vibration analysis is an established method for fault detection and diagnosis of rolling element bearings. However, it is an expert oriented exercise. To relieve the experts, the use of Artificial Intelligence (AI) techniques such as deep neural networks, especially convolutional neural networks (CN...

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Detalles Bibliográficos
Autores principales: Tayyab, Syed Muhammad, Chatterton, Steven, Pennacchi, Paolo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8914858/
https://www.ncbi.nlm.nih.gov/pubmed/35271173
http://dx.doi.org/10.3390/s22052026

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8914858/
https://www.ncbi.nlm.nih.gov/pubmed/35271173
http://dx.doi.org/10.3390/s22052026

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