Artificial intelligence systems for tool condition monitoring in machining: Analysis and critical review

DY Pimenov, A Bustillo, S Wojciechowski… - Journal of Intelligent …, 2023 - Springer
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 …

[HTML][HTML] A state-of-the-art review on sensors and signal processing systems in mechanical machining processes

M Kuntoğlu, E Salur, MK Gupta, M Sarıkaya… - … International Journal of …, 2021 - Springer
Sensors are the main equipment of the data-based enterprises for diagnosis of the health of
system. Offering time-or frequency-dependent systemic information provides prognosis with …

Research on tool wear morphology and mechanism during turning nickel-based alloy GH4169 with PVD-TiAlN coated carbide tool

J Liang, H Gao, S Xiang, L Chen, Z You, Y Lei - Wear, 2022 - Elsevier
Tool wear affects tool life, dimensions, etc. However, tool wear mechanism was mainly
studied by the relevant references in the sharp wear stage, and tool wear morphology and …

[HTML][HTML] A comparative review of thermocouple and infrared radiation temperature measurement methods during the machining of metals

E Leonidas, S Ayvar-Soberanis, H Laalej, S Fitzpatrick… - Sensors, 2022 - mdpi.com
During the machining process, substantial thermal loads are generated due to tribological
factors and plastic deformation. The increase in temperature during the cutting process can …

Cutting temperature measurement and prediction in machining processes: comprehensive review and future perspectives

BM Pereira Guimaraes, CM da Silva Fernandes… - … International Journal of …, 2022 - Springer
During machining processes, a large amount of heat is generated due to plastic
deformation, in a very small area of the cutting tool. This high temperature strongly …

Determining tool/chip temperatures from thermography measurements in metal cutting

M Saez-de-Buruaga, D Soler, PX Aristimuño… - Applied Thermal …, 2018 - Elsevier
Temperature measurement in metal cutting is of central importance as tool wear and surface
integrity have been demonstrated to be temperature dependent. In this context, infrared …

Understanding the tool wear mechanism during robotic milling of glass fibre reinforced plastic

M Sun, K Guo, V Sivalingam, J Sun, D Li, T Huang - Tribology International, 2024 - Elsevier
Glass fiber reinforced plastics (GFRP) are widely appiled for high-value components, but it
faces limitations due to the heterogeneity and limited milling tool life. This study investigates …

Temperature field sensing of a thin-wall component during machining: Numerical and experimental investigations

AH Elsheikh, J Guo, Y Huang, J Ji, KM Lee - International Journal of Heat …, 2018 - Elsevier
Thermal dynamics of hard-to-machined components during manufacturing contributes to
micro defects and residual stresses in final products and overheating on machine tools …

A model for machining with nano-additives based minimum quantity lubrication

H Hegab, HA Kishawy, U Umer, A Mohany - The International Journal of …, 2019 - Springer
The high temperature generated when machining aerospace alloys namely, titanium and
nickel alloys, accelerate the tool wear rate and affects the physical properties of the …

[HTML][HTML] Tribology and machinability performance of hybrid Al2O3 -MWCNTs nanofluids-assisted MQL for milling Ti-6Al-4 V

M Jamil, N He, W Zhao, AM Khan… - The International Journal of …, 2022 - Springer
Recent burgeoning development in nanotechnology unfolded an avenue in the
manufacturing industry. Owing to the superior heat transfer potential of nano-additives, it …