scholarly journals Tool Wear Prediction Based on Edge Data Processing and Deep Learning Model

2021 ◽  
Vol 1820 (1) ◽  
pp. 012165
Author(s):  
Dong Yan ◽  
Xinyu Ding ◽  
Shuaiyu Pan ◽  
Haoyang Huang
Keyword(s):  
Deep Learning ◽  
Tool Wear ◽  
Data Processing ◽  
Learning Model ◽  
Wear Prediction ◽  
Tool Wear Prediction ◽  
Deep Learning Model

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

Intelligent tool wear monitoring and multi-step prediction based on deep learning model

2022 ◽  
Vol 62 ◽  
pp. 286-300
Author(s):  
Minghui Cheng ◽  
Li Jiao ◽  
Pei Yan ◽  
Hongsen Jiang ◽  
Ruibin Wang ◽  
...  
Keyword(s):  
Deep Learning ◽  
Tool Wear ◽  
Learning Model ◽  
Tool Wear Monitoring ◽  
Wear Monitoring ◽  
Deep Learning Model

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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