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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 …
[HTML][HTML] Application of measurement systems in tool condition monitoring of Milling: A review of measurement science approach
Milling is a high-performance method that allows an efficient machining of both flat and
complexly shaped surfaces. During the milling process, the cutting tool (cutters), its cutting …
complexly shaped surfaces. During the milling process, the cutting tool (cutters), its cutting …
State-of-the-art review of applications of image processing techniques for tool condition monitoring on conventional machining processes
In conventional machining, one of the main tasks is to ensure that the required dimensional
accuracy and the desired surface quality of a part or product meet the customer needs. The …
accuracy and the desired surface quality of a part or product meet the customer needs. The …
[HTML][HTML] Optimization of machining parameters to minimize cutting forces and surface roughness in micro-milling of Mg13Sn alloy
This comprehensive study investigates the micro-milling of a Mg13Sn alloy, a material of
considerable interest in various high-precision applications, such as biomedical implants …
considerable interest in various high-precision applications, such as biomedical implants …
[HTML][HTML] Comparative analysis of minimum chip thickness, surface quality and burr formation in micro-milling of wrought and selective laser melted Ti64
Selective laser melting (SLM) is a three-dimensional (3D) printing process that can
manufacture functional parts with complex geometries as an alternative to using traditional …
manufacture functional parts with complex geometries as an alternative to using traditional …
[HTML][HTML] Experimental investigations and prediction of WEDMed surface of Nitinol SMA using SinGAN and DenseNet deep learning model
Shape memory alloys (SMA) hold a very promising place in the field of manufacturing,
especially in biomedical and aerospace applications. Owing to the unique and favorable …
especially in biomedical and aerospace applications. Owing to the unique and favorable …
[HTML][HTML] Machining dynamics and chatters in micro-milling: A critical review on the state-of-the-art and future perspectives
BAI Qingshun, W Peng, K Cheng, Z Liang… - Chinese Journal of …, 2024 - Elsevier
Micro-milling technology is widely applied in micro manufacturing, particularly for the
fabrication of miniature and micro components. However, the chatters and machining …
fabrication of miniature and micro components. However, the chatters and machining …
Influence of tool wear on chip-like burr formation during micro-milling, and image processing based measurement of inwardly-deflected burrs
During micro-milling, the regular top-burrs usually bend in a direction laterally opposite to
the milled feature. This top-burr morphology changes as the cutting edge condition …
the milled feature. This top-burr morphology changes as the cutting edge condition …
Evaluation of tool wear during micro-milling of ultrasonically assisted abrasive peened Ti-6Al-4V
When a cutting tool shears through a workpiece, the interaction causes wear of the tool
which is based on relative hardness, surface characteristics of the tool and the workpiece …
which is based on relative hardness, surface characteristics of the tool and the workpiece …
Performance evaluation of DLC and NCD coatings in micro-milling of Al7075-T6 alloy
The main problem in machining of aluminum alloys is the adhesion of chips to the cutting
tool. In micro milling, chip adhesion causes a decrease in surface quality and contributes to …
tool. In micro milling, chip adhesion causes a decrease in surface quality and contributes to …