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] A systematic review of data fusion techniques for optimized structural health monitoring
Advancements in structural health monitoring (SHM) techniques have spiked in the past few
decades due to the rapid evolution of novel sensing and data transfer technologies. This …
decades due to the rapid evolution of novel sensing and data transfer technologies. This …
A survey on machine learning for data fusion
Data fusion is a prevalent way to deal with imperfect raw data for capturing reliable, valuable
and accurate information. Comparing with a range of classical probabilistic data fusion …
and accurate information. Comparing with a range of classical probabilistic data fusion …
[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 …
[HTML][HTML] Tool condition monitoring techniques in milling process—A review
The most important improvement in metal the cutting industry is the continuous utilization of
cutting tools and tool condition monitoring system. In the metal cutting process, the tool …
cutting tools and tool condition monitoring system. In the metal cutting process, the tool …
A survey of data fusion in smart city applications
The advancement of various research sectors such as Internet of Things (IoT), Machine
Learning, Data Mining, Big Data, and Communication Technology has shed some light in …
Learning, Data Mining, Big Data, and Communication Technology has shed some light in …
Tool condition monitoring for high-performance machining systems—A review
In the era of the “Industry 4.0” revolution, self-adjusting and unmanned machining systems
have gained considerable interest in high-value manufacturing industries to cope with the …
have gained considerable interest in high-value manufacturing industries to cope with the …
Big data in product lifecycle management
Abstract Recently,“Big Data” has attracted not only researchers' but also manufacturers'
attention along with the development of information technology. In this paper, the concept …
attention along with the development of information technology. In this paper, the concept …
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 …
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 …