Comprehensive review of advanced methods for improving the parameters of machining steels
The extensive range of steel types and classifications results in a diverse set of properties
such as plasticity, heat resistance, strength, and corrosion resistance. This diversity enables …
such as plasticity, heat resistance, strength, and corrosion resistance. This diversity enables …
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 …
deformation, in a very small area of the cutting tool. This high temperature strongly …
Augmentation of decision tree model through hyper-parameters tuning for monitoring of cutting tool faults based on vibration signatures
Purpose The behavior of machine tool components is observed to be dynamic, complex and
many times confusing. In such cases, due to adverse data domains, fault diagnosis through …
many times confusing. In such cases, due to adverse data domains, fault diagnosis through …
AI for tribology: Present and future
With remarkable learning capabilities and swift operational speeds, artificial intelligence (AI)
can assist researchers in swiftly extracting valuable patterns, trends, and associations from …
can assist researchers in swiftly extracting valuable patterns, trends, and associations from …
Cross-domain adaptation network based on attention mechanism for tool wear prediction
On-machine monitoring of tool wear is of great significance in machining processes to
enhance machining efficiencies and reduce cost. For the data-driven tool wear prediction …
enhance machining efficiencies and reduce cost. For the data-driven tool wear prediction …
Theoretical roughness modeling of hard turned surfaces considering tool wear
Surface roughness is an important factor in metal cutting, and usually different surface
roughness characteristics are used to control the quality of the machined surfaces. However …
roughness characteristics are used to control the quality of the machined surfaces. However …
Tool wear monitoring with artificial intelligence methods: a review
Tool wear is one of the main issues encountered in the manufacturing industry during
machining operations. In traditional machining for chip removal, it is necessary to know the …
machining operations. In traditional machining for chip removal, it is necessary to know the …
The wear detection of mill-grinding tool based on acoustic emission sensor
W Huang, Y Li, X Wu, J Shen - The International Journal of Advanced …, 2023 - Springer
The monitoring of tool wear plays an important role in improving the processing efficiency
and reducing the production cost of enterprises. This paper is focused on the detection of …
and reducing the production cost of enterprises. This paper is focused on the detection of …
Deep learning-based CNC milling tool wear stage estimation with multi-signal analysis
Y KARABACAK - EKSPLOATACJA I NIEZAWODNOSC …, 2023 - avesis.ktu.edu.tr
CNC milling machines are frequently used in the manufacturing of mechanical parts in the
industry. One of the most important components of milling machines is the cutting tool …
industry. One of the most important components of milling machines is the cutting tool …
Vastness of Tribology Research Fields and Their Contribution to Sustainable Development
E Ciulli - Lubricants, 2024 - mdpi.com
Tribology is related to all studies on friction, wear, and lubrication. One of the main aims of
these studies is a reduction in friction and wear. Tribology is extremely vast, being also …
these studies is a reduction in friction and wear. Tribology is extremely vast, being also …