Determination of vibration characteristic in automatic tapping operations based on artificial neural networks

Abstract One of the critical processes in machining is the tapping operation, which is increasingly being performed automatically due to advancements in CNC and drilling technologies. Unpredictable vibrations significantly affect threading accuracy, reducing precision and shortening tool life. This...

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Bibliographic Details
Main Authors: Emir Esim, Muhammed Demirel
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-01395-3
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