Artificial intelligence enabled smart machining and machine tools

2022 ◽  
Author(s):  
Yu Sung Chuo ◽  
Ji Woong Lee ◽  
Chang Hyeon Mun ◽  
In Woong Noh ◽  
Sina Rezvani ◽  
...  
Keyword(s):  
Artificial Intelligence ◽  
Machine Tools ◽  
Smart Machining

scholarly journals A Review of Artificial Intelligence Algorithms Used for Smart Machine Tools

Inventions ◽  
2018 ◽  
Vol 3 (3) ◽  
pp. 41 ◽  
Author(s):  
Chih-Wen Chang ◽  
Hau-Wei Lee ◽  
Chein-Hung Liu
Keyword(s):  
Artificial Intelligence ◽  
Machine Tools ◽  
Smart Machine

scholarly journals Reliability Modeling of NC Machine tools Based on Artificial Intelligence

2018 ◽  
Vol 435 ◽  
pp. 012057
Author(s):  
Guofa Li ◽  
Hongxiang Zhu ◽  
Jialong He ◽  
Yongchao Huo ◽  
Jiancheng Zhang
Keyword(s):  
Artificial Intelligence ◽  
Machine Tools ◽  
Reliability Modeling ◽  
Nc Machine ◽  
Nc Machine Tools

Fault Diagnosis Using Artificial Intelligence for the Spindle of Machine Tools

2021 ◽  
Vol 45 (5) ◽  
pp. 401-408
Author(s):  
Sungjae Yoon ◽  
Munyoung Lee ◽  
Jeonghwan Lee ◽  
Seong-hee Lee ◽  
Jungchan Na
Keyword(s):  
Artificial Intelligence ◽  
Fault Diagnosis ◽  
Machine Tools

Security System of CNC Machine Tools Based on Artificial Intelligence

2012 ◽  
Vol 271-272 ◽  
pp. 488-492
Author(s):  
Ji Ming Yan ◽  
Zhi Ping Guo ◽  
Hong Li Gao ◽  
Bei Bei Zheng ◽  
Yong Hong Dai ◽  
...  
Keyword(s):  
Artificial Intelligence ◽  
Machine Tool ◽  
Machine Tools ◽  
Fuzzy Neural Network ◽  
Security System ◽  
Cnc Machine Tools ◽  
Cnc Machine Tool ◽  
Cnc Machine ◽  
Key Technologies ◽  
Fuzzy Neural

This paper proposes to establish a CNC machine tool security system using artificial intelligence-based, and discusses the key technologies: the dynamic fuzzy neural network(DFNN), and based on this, describes an established security system of CNC machine tool.

The Chatterbox: A Device for Hearing Chatter as Sections are Cut

1973 ◽  
Vol 31 ◽  
pp. 360-361
Author(s):  
C. W. McCutchen ◽  
Lois W. Tice
Keyword(s):  
Machine Tools ◽  
Cutting Tool ◽  
Guerilla Warfare ◽  
History Of ◽  
Chatter Marks

Ultramicrotomists live in a state of guerilla warfare with chatter. This situation is likely to be permanent. We can infer this from the history of machine tools. If set the wrong way for the particular combination of cutting tool and material, most if not all machine tools will chatter.In more than 100 years since machine tools became common, no one has evolved a practical recipe that guarantees avoiding chatter. Rather than follow some single very conservative rule to avoid chatter in all cases, machinists detect it when it happens, and change conditions until it stops. This is possible because they have no trouble telling when their cutting tool is chattering. They can see chatter marks, and they can also hear a sometimes deafening noise.

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