Development of tool wear prediction system using disturbance-observer-based force estimation and machine learning

2019 ◽  
Vol 2019 (0) ◽  
pp. S13307P
Author(s):  
Yuta KASUYA ◽  
Shuichi KASHIMA ◽  
Takashi FURUKAWA ◽  
Yasuhiro KAKINUMA
Keyword(s):  
Machine Learning ◽  
Tool Wear ◽  
Disturbance Observer ◽  
Prediction System ◽  
Force Estimation ◽  
Wear Prediction ◽  
Tool Wear Prediction

scholarly journals In-process Tool Wear Prediction System Based on Machine Learning Techniques and Force Analysis

Procedia CIRP ◽  
2018 ◽  
Vol 77 ◽  
pp. 501-504 ◽  
Author(s):  
A. Gouarir ◽  
G. Martínez-Arellano ◽  
G. Terrazas ◽  
P. Benardos ◽  
S. Ratchev
Keyword(s):  
Machine Learning ◽  
Tool Wear ◽  
Machine Learning Techniques ◽  
Prediction System ◽  
Force Analysis ◽  
Wear Prediction ◽  
Learning Techniques ◽  
Tool Wear Prediction
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