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 …
Chatter in machining processes: A review
G Quintana, J Ciurana - International Journal of Machine Tools and …, 2011 - Elsevier
Chatter is a self-excited vibration that can occur during machining operations and become a
common limitation to productivity and part quality. For this reason, it has been a topic of …
common limitation to productivity and part quality. For this reason, it has been a topic of …
Modelling and monitoring of abrasive finishing processes using artificial intelligence techniques: A review
V Pandiyan, S Shevchik, K Wasmer, S Castagne… - Journal of Manufacturing …, 2020 - Elsevier
Abrasive finishing processes such as grinding, lapping or disc polishing are one of the most
practical means for processing materials to manufacture products with fine surface finish …
practical means for processing materials to manufacture products with fine surface finish …
Recent developments in grinding machines
Grinding is often the final step in the process/manufacturing chain, meaning that no
subsequent post-grinding correction of the surface and geometry is performed. This imposes …
subsequent post-grinding correction of the surface and geometry is performed. This imposes …
An intelligent system for grinding wheel condition monitoring based on machining sound and deep learning
Immediate monitoring of the conditions of the grinding wheel during the grinding process is
important because it directly affects the surface accuracy of the workpiece. Because the …
important because it directly affects the surface accuracy of the workpiece. Because the …
A robust condition monitoring methodology for grinding wheel wear identification using Hilbert Huang transform
Grinding is a finishing operation performed to obtain the desired finish on the component.
Wheel wear is one of the primary constraints in achieving the desired productivity in …
Wheel wear is one of the primary constraints in achieving the desired productivity in …
Sparse multiple kernel learning for signal processing applications
N Subrahmanya, YC Shin - IEEE Transactions on Pattern …, 2009 - ieeexplore.ieee.org
In many signal processing applications, grouping of features during model development and
the selection of a small number of relevant groups can be useful to improve the …
the selection of a small number of relevant groups can be useful to improve the …
Application of Hilbert–Huang transform to acoustic emission signal for burn feature extraction in surface grinding process
Z Yang, Z Yu, C Xie, Y Huang - Measurement, 2014 - Elsevier
This paper presents a sensor system using motor current sensors, voltage sensors,
accelerator and acoustic emission sensor for grinding burn feature extraction. The new …
accelerator and acoustic emission sensor for grinding burn feature extraction. The new …
Monitoring tool wear using classifier fusion
E Kannatey-Asibu, J Yum, TH Kim - Mechanical Systems and Signal …, 2017 - Elsevier
Real time monitoring of manufacturing processes using a single sensor often poses
significant challenge. Sensor fusion has thus been extensively investigated in recent years …
significant challenge. Sensor fusion has thus been extensively investigated in recent years …
Grinding wheel wear monitoring based on wavelet analysis and support vector machine
Z Yang, Z Yu - The International Journal of Advanced Manufacturing …, 2012 - Springer
A novel grinding wheel wear monitoring system based on discrete wavelet decomposition
and support vector machine is proposed. The grinding signals are collected by an acoustic …
and support vector machine is proposed. The grinding signals are collected by an acoustic …