A novel simultaneous monitoring method for surface roughness and tool wear in milling process

Abstract Quality prediction and condition monitoring are crucial for realizing zero-defect intelligent manufacturing. Surface roughness is an important technical indicator to measure the surface quality of parts. In the cutting process, tool wear is directly related to the dynamic change of the surf...

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Bibliographic Details
Main Authors: Ruilin Liu, Wenwen Tian
Format: Article
Language:English
Published: Nature Portfolio 2025-03-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-92178-3
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