Cutting Force Estimation Using Milling Spindle Vibration-Based Machine Learning

Cutting Force Estimation Using Milling Spindle Vibration-Based Machine Learning

In manufacturing automation, accurately determining the optimal tool replacement timing is critical yet challenging. Tool condition monitoring (TCM) has been widely studied to address this issue. Cutting force is a key parameter for evaluating tool wear, but conventional force sensors are costly and...

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Bibliographic Details
Main Authors: Je-Doo Ryu, Hoon-Hee Lee, Kyoung-Nam Ha, Sung-Ryul Kim, Min Cheol Lee
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Applied Sciences
Subjects:
milling machine
cutting force estimation
machine learning
long short-term memory
Online Access:https://www.mdpi.com/2076-3417/15/5/2336

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