scholarly journals Tool Wear Prediction in Milling: A Comparative Analysis Based on Machine Learning and Deep Learning Approaches

2022 ◽  
Vol 11 (1) ◽  
pp. 151-165
Author(s):  
Pooja V Kamat ◽  
Satish Kumar ◽  
Shruti Patil ◽  
Rekha Sugandhi ◽  
Anish Nargund
Keyword(s):  
Machine Learning ◽  
Deep Learning ◽  
Comparative Analysis ◽  
Tool Wear ◽  
Learning Approaches ◽  
Wear Prediction ◽  
Tool Wear Prediction

Research on tool wear prediction based on temperature signals and deep learning

Wear ◽  
2021 ◽  
pp. 203902
Author(s):  
Zhaopeng He ◽  
Tielin Shi ◽  
Jianping Xuan ◽  
Tianxiang Li
Keyword(s):  
Deep Learning ◽  
Tool Wear ◽  
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

scholarly journals Milling Tool Wear Prediction Method Based on Deep Learning Under Variable Working Conditions

IEEE Access ◽  
2020 ◽  
Vol 8 ◽  
pp. 140726-140735
Author(s):  
Mingwei Wang ◽  
Jingtao Zhou ◽  
Jing Gao ◽  
Ziqiu Li ◽  
Enming Li
Keyword(s):  
Deep Learning ◽  
Tool Wear ◽  
Working Conditions ◽  
Prediction Method ◽  
Wear Prediction ◽  
Tool Wear Prediction ◽  
Milling Tool
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