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A Real-Time Deep Machine Learning Approach for Sudden Tool Failure Prediction and Prevention in Machining Processes

Tool Condition Monitoring systems are essential to achieve the desired industrial competitive advantage in terms of reducing costs, increasing productivity, improving quality, and preventing machined part damage. A sudden tool failure is analytically unpredictable due to the high dynamics of the mac...

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Detalles Bibliográficos
Autores principales: Hassan, Mahmoud, Sadek, Ahmad, Attia, Helmi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10145337/
https://www.ncbi.nlm.nih.gov/pubmed/37112235
http://dx.doi.org/10.3390/s23083894