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Tool-Wear-Estimation System in Milling Using Multi-View CNN Based on Reflected Infrared Images

A novel method for tool wear estimation in milling using infrared (IR) laser vision and a deep-learning algorithm is proposed and demonstrated. The measurement device employs an IR line laser to irradiate the tool focal point at angles of −7.5°, 0.0°, and +7.5° to the vertical plane, and three camer...

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Detalles Bibliográficos
Autores principales: Jang, Woong-Ki, Kim, Dong-Wook, Seo, Young-Ho, Kim, Byeong-Hee
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9921934/
https://www.ncbi.nlm.nih.gov/pubmed/36772248
http://dx.doi.org/10.3390/s23031208