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Fault Diagnosis of Rotary Machines Using Deep Convolutional Neural Network with Wide Three Axis Vibration Signal Input

Fault diagnosis is considered as an essential task in rotary machinery as possibility of an early detection and diagnosis of the faulty condition can save both time and money. This work presents developed and novel technique for deep-learning-based data-driven fault diagnosis for rotary machinery. T...

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Detalles Bibliográficos
Autores principales: Kolar, Davor, Lisjak, Dragutin, Pająk, Michał, Pavković, Danijel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7411931/
https://www.ncbi.nlm.nih.gov/pubmed/32707716
http://dx.doi.org/10.3390/s20144017