Chatter detection methods in the machining processes: A review

WK Wang, M Wan, WH Zhang, Y Yang - Journal of Manufacturing …, 2022 - Elsevier
Chatter is a self-excited vibration phenomenon occurring in the cutting process, and the
onset of chatter will result in the worse machined surface and the redistribution of frequency …

Chatter detection in milling processes—a review on signal processing and condition classification

JH Navarro-Devia, Y Chen, DV Dao, H Li - The International Journal of …, 2023 - Springer
Among the diverse challenges in machining processes, chatter has a significant detrimental
effect on surface quality and tool life, and it is a major limitation factor in achieving higher …

Online chatter detection in milling process based on fast iterative VMD and energy ratio difference

P Zhang, D Gao, Y Lu, L Kong, Z Ma - Measurement, 2022 - Elsevier
Chatter is normally detected by time–frequency analysis, among which VMD has a perfect
theoretical basis. However, the algorithm directly used for chatter detection may have low …

[HTML][HTML] Improving generalisation and accuracy of on-line milling chatter detection via a novel hybrid deep convolutional neural network

P Zhang, D Gao, D Hong, Y Lu, Q Wu, S Zan… - Mechanical Systems and …, 2023 - Elsevier
Unstable chatter seriously reduces the quality of machined workpiece and machining
efficiency. In order to improve productivity, on-line chatter detection has attracted much …

Overcoming challenges: advancements in cutting techniques for high strength-toughness alloys in aero-engines

B Zhao, Y Wang, J Peng, X Wang, W Ding… - … Journal of Extreme …, 2024 - iopscience.iop.org
Aero-engines, the core of air travel, rely on advanced high strength-toughness alloys
(THSAs) such as titanium alloys, nickel-based superalloys, intermetallics, and ultra-high …

[HTML][HTML] Precise measurement of geometric and physical quantities in cutting tools inspection and condition monitoring: A review

W Wenqi, LIU Wei, Y Zhang, LIU Yang, P Zhang… - Chinese Journal of …, 2024 - Elsevier
As one of the most important terminals in machining, cutting tools have been widely used for
components manufacturing in aerospace and other industries. The quality of these …

Chatter detection and identification in high-efficient robotic milling CFRP composites using acoustic emission technique

M Li, D Huang, H Han, X Yang - International Journal of Precision …, 2023 - Springer
Industrial robots are preferred to be applied for machining lightweight, thin-walled and large
aerospace composite components due to less energy consumption and flood coolant …

[HTML][HTML] Exploring the effectiveness of using internal CNC system signals for chatter detection in milling process

X Zheng, P Arrazola, R Perez, D Echebarria… - … Systems and Signal …, 2023 - Elsevier
Chatter is a harmful self-excited vibration that commonly occurs during milling processes.
Data-driven chatter detection and prediction is critical to achieve high surface quality and …

Prediction of in-process frequency response function and chatter stability considering pose and feedrate in robotic milling

K Deng, D Gao, C Zhao, Y Lu - Robotics and Computer-Integrated …, 2023 - Elsevier
Chatter occurs easily during robotic milling owing to the low structural stiffness of industrial
robots and can degrade the machining quality or even cause robot failure. The accurate …

Early chatter detection in robotic milling under variable robot postures and cutting parameters

B Yang, K Guo, Q Zhou, J Sun - Mechanical Systems and Signal …, 2023 - Elsevier
Chatter in robotic milling is closely related to robot postures and cutting parameters. The
chatter frequency varies over a wide range compared with that in the milling process using …