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 …
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 …
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 …
[BOOK][B] The Control Handbook (three volume set)
WS Levine - 2018 - taylorfrancis.com
At publication, The Control Handbook immediately became the definitive resource that
engineers working with modern control systems required. Among its many accolades, that …
engineers working with modern control systems required. Among its many accolades, that …
[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 …
Tool wear predicting based on multi-domain feature fusion by deep convolutional neural network in milling operations
Z Huang, J Zhu, J Lei, X Li, F Tian - Journal of intelligent manufacturing, 2020 - Springer
Tool wear monitoring has been increasingly important in intelligent manufacturing to
increase machining efficiency. Multi-domain features can effectively characterize tool wear …
increase machining efficiency. Multi-domain features can effectively characterize tool wear …
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 …
Health assessment and life prediction of cutting tools based on support vector regression
T Benkedjouh, K Medjaher, N Zerhouni… - Journal of intelligent …, 2015 - Springer
The integrity of machining tools is important to maintain a high level of surface quality. The
wear of the tool can lead to poor surface quality of the workpiece and even to damage of the …
wear of the tool can lead to poor surface quality of the workpiece and even to damage of the …
The concept and progress of intelligent spindles: a review
Intelligent spindles are core components of the next-generation of intelligent/smart machine
tools in the Industry 4.0 Era. The purpose of this paper is to clarify the concept of intelligent …
tools in the Industry 4.0 Era. The purpose of this paper is to clarify the concept of intelligent …