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[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 …
Deep learning algorithms for tool condition monitoring in milling: A review
Abstract The 4 th Industrial Revolution (Industry 4.0) necessitates implementing the
prognostics and health management (PHM) practices in manufacturing processes. The …
prognostics and health management (PHM) practices in manufacturing processes. The …
[HTML][HTML] Prediction of cutting forces including tool wear in high-feed turning of Nimonic® C-263 superalloy: a geometric distortion-based model
The hottest parts of aerospace components are often made of heat-resistant materials. Due
to the high requirements in such parts and accelerated wear rates, machining is a …
to the high requirements in such parts and accelerated wear rates, machining is a …
Modeling of cutting force in micro-milling considering asymmetric tool wear
W Wang, Y Tang, X Guo, K Zhang, T Liu… - The International Journal …, 2024 - Springer
The asymmetric tool wear caused by the tool runout significantly affects the cutting force in
micro-milling. In this study, an improved cutting force model considering asymmetric tool …
micro-milling. In this study, an improved cutting force model considering asymmetric tool …
Methods and research for multi-component cutting force sensing devices and approaches in machining
Multi-component cutting force sensing systems in manufacturing processes applied to
cutting tools are gradually becoming the most significant monitoring indicator. Their signals …
cutting tools are gradually becoming the most significant monitoring indicator. Their signals …
Overview of titanium alloy cutting based on machine learning
YL Chen, W Wu, H Dai - The International Journal of Advanced …, 2023 - Springer
Titanium alloy is an indispensable material in many industrial fields owing to its excellent
strength, corrosion resistance, and heat resistance. Cutting is an important process in the …
strength, corrosion resistance, and heat resistance. Cutting is an important process in the …
[HTML][HTML] Prediction of machining condition using time series imaging and deep learning in slot milling of titanium alloy
Low surface quality, undesired geometrical and dimensional tolerances, and product
damage due to tool wear and tool breakage lead to a dramatic increase in production cost …
damage due to tool wear and tool breakage lead to a dramatic increase in production cost …
[HTML][HTML] A Hybrid Approach for Predicting Critical Machining Conditions in Titanium Alloy Slot Milling Using Feature Selection and Binary Whale Optimization …
Monitoring the machining process is crucial for providing cost-effective, high-quality
production and preventing unwanted accidents. This study aims to predict critical machining …
production and preventing unwanted accidents. This study aims to predict critical machining …