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A deep learning approach for detecting drill bit failures from a small sound dataset

Monitoring the conditions of machines is vital in the manufacturing industry. Early detection of faulty components in machines for stopping and repairing the failed components can minimize the downtime of the machine. In this article, we present a method for detecting failures in drill machines usin...

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Detalles Bibliográficos
Autores principales: Tran, Thanh, Pham, Nhat Truong, Lundgren, Jan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9187718/
https://www.ncbi.nlm.nih.gov/pubmed/35688892
http://dx.doi.org/10.1038/s41598-022-13237-7