Image Based Detection of Coating Wear on Cutting Tools with Machine Learning

Image Based Detection of Coating Wear on Cutting Tools with Machine Learning

Wear of cutting tools is known to affect the surface integrity of the workpiece and significantly contributes to machine downtime. To establish wear-resistant cutting tools, several coating strategies have been introduced. It has been shown that the wear rate increases dramatically once the coating...

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Bibliographic Details
Main Authors: Jan Wolf, Nithin Kumar Bandaru, Martin Dienwiebel, Hans-Christian Möhring
Format: Article
Language:English
Published: Publishing House of Wrocław Board of Scientific Technical Societies Federation NOT 2024-12-01
Series:Journal of Machine Engineering
Subjects:
machine learning
wear detection
coated cutting tools
Online Access:http://jmacheng.not.pl/Image-Based-Detection-of-Coating-Wear-on-Cutting-Tools-with-Machine-Learning,196725,0,2.html
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