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Machine learning for monitoring hobbing tool health in CNC hobbing machine

Utilizing Machine Learning (ML) to oversee the status of hobbing cutters aims to enhance the gear manufacturing process’s effectiveness, output, and quality. Manufacturers can proactively enact measures to optimize tool performance and minimize downtime by conducting precise real-time assessments of...

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書誌詳細
主要な著者: Nagesh Tambake, Bhagyesh Deshmukh, Sujit Pardeshi, Haitham A. Mahmoud, Robert Cep, Sachin Salunkhe, Emad Abouel Nasr
フォーマット: Artigo
言語:Inglês
出版事項: Frontiers Media S.A. 2024-04-01
シリーズ:Frontiers in Materials
主題:
オンライン・アクセス:https://www.frontiersin.org/articles/10.3389/fmats.2024.1377941/full
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