Artificial intelligence systems for tool condition monitoring in machining: Analysis and critical review
The wear of cutting tools, cutting force determination, surface roughness variations and other
machining responses are of keen interest to latest researchers. The variations of these …
machining responses are of keen interest to latest researchers. The variations of these …
Systematic review on tool breakage monitoring techniques in machining operations
X Li, X Liu, C Yue, SY Liang, L Wang - International Journal of Machine …, 2022 - Elsevier
Tool condition monitoring (TCM) in machining operations is crucial to maximise the useful
tool life while reducing the risks associated with tool breakage. Unlike progressive tool wear …
tool life while reducing the risks associated with tool breakage. Unlike progressive tool wear …
A review of indirect tool condition monitoring systems and decision-making methods in turning: Critical analysis and trends
The complex structure of turning aggravates obtaining the desired results in terms of tool
wear and surface roughness. The existence of high temperature and pressure make difficult …
wear and surface roughness. The existence of high temperature and pressure make difficult …
Review of tool condition monitoring in machining and opportunities for deep learning
Tool condition monitoring and machine tool diagnostics are performed using advanced
sensors and computational intelligence to predict and avoid adverse conditions for cutting …
sensors and computational intelligence to predict and avoid adverse conditions for cutting …
Influence of duplex jets MQL and nano-MQL cooling system on machining performance of Nimonic 80A
Nickel based super alloys are considered as difficult to machine materials. These days, the
sustainable cooling system are applied at the cutting zone for enhancing the machining …
sustainable cooling system are applied at the cutting zone for enhancing the machining …
Review of tool condition monitoring methods in milling processes
Y Zhou, W Xue - The International Journal of Advanced Manufacturing …, 2018 - Springer
Accurate tool condition monitoring (TCM) is essential for the development of fully automated
milling processes. However, while considerable research has been conducted in industrial …
milling processes. However, while considerable research has been conducted in industrial …
A hybrid information model based on long short-term memory network for tool condition monitoring
W Cai, W Zhang, X Hu, Y Liu - Journal of Intelligent Manufacturing, 2020 - Springer
Excessive tool wear leads to the damage and eventual breakage of the tool, workpiece, and
machining center. Therefore, it is crucial to monitor the condition of tools during processing …
machining center. Therefore, it is crucial to monitor the condition of tools during processing …
Application of sophisticated sensors to advance the monitoring of machining processes: analysis and holistic review
Response measurement of various functionality states of machines is an inevitable part of
smooth production. An effectively efficient measurement and control system of the machinery …
smooth production. An effectively efficient measurement and control system of the machinery …
A review of surface roughness generation in ultra-precision machining
Ultra-precision machining (UPM) is capable of manufacturing a high quality surface at a
nanometric surface roughness. For such high quality surface in a UPM process, due to the …
nanometric surface roughness. For such high quality surface in a UPM process, due to the …
A review of chatter vibration research in turning
M Siddhpura, R Paurobally - International Journal of Machine tools and …, 2012 - Elsevier
Chatter vibrations are present in almost all cutting operations and they are major obstacles
in achieving desired productivity. Regenerative chatter is the most detrimental to any …
in achieving desired productivity. Regenerative chatter is the most detrimental to any …