Chatter detection in milling processes—a review on signal processing and condition classification
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 …
effect on surface quality and tool life, and it is a major limitation factor in achieving higher …
[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 …
components manufacturing in aerospace and other industries. The quality of these …
Reliable deep learning and IoT-based monitoring system for secure computer numerical control machines against cyber-attacks with experimental verification
This paper introduces a new intelligent integration between an IoT platform and deep
learning neural network (DNN) algorithm for the online monitoring of computer numerical …
learning neural network (DNN) algorithm for the online monitoring of computer numerical …
Effective multi-sensor data fusion for chatter detection in milling process
This paper introduces a newly developed multi-sensor data fusion for the milling chatter
detection with a cheap and easy implementation compared with traditional chatter detection …
detection with a cheap and easy implementation compared with traditional chatter detection …
Effective feature selection with fuzzy entropy and similarity classifier for chatter vibration diagnosis
Feature selection represents the main challenge against the classification strategies for
several applications of signal processing. Besides, the high computational speed and …
several applications of signal processing. Besides, the high computational speed and …
Review of AI-based methods for chatter detection in machining based on bibliometric analysis
CAKA Kounta, L Arnaud, B Kamsu-Foguem… - … International Journal of …, 2022 - Springer
To improve the finish and efficiency of machining processes, researchers set out to develop
techniques to detect, suppress, or avoid vibration chatter. This work involves tracing chatter …
techniques to detect, suppress, or avoid vibration chatter. This work involves tracing chatter …
Autonomous grinding algorithms with future prospect towards SMART manufacturing: A comparative survey
Autonomous Grinding (AG) is a unique kind of manufacturing process which needs extra
operative care, for both robot and environment. Due to the rapid growth of research on AG, a …
operative care, for both robot and environment. Due to the rapid growth of research on AG, a …
Chatter detection in turning using machine learning and similarity measures of time series via dynamic time warping
Chatter detection from sensor signals has been an active field of research. While some
success has been reported using several featurization tools and machine learning …
success has been reported using several featurization tools and machine learning …
Order-difference of normalized square envelope spectrum and its applications in early chatter detection of roll grinder
C Xiao, L Wang, J Yu - Mechanical Systems and Signal Processing, 2025 - Elsevier
Roll grinder is widely demanded in grinding the surface of rolls that will be used to mill steel
strips for high-quality automobile outer panels. The grinding chatter generally leads to poor …
strips for high-quality automobile outer panels. The grinding chatter generally leads to poor …
Effective optimization based on equilibrium optimizer for dynamic cutting force coefficients of the end-milling process
This study aims to develop an accurate dynamic cutting force model in the milling process. In
the proposed model, the estimated cutting force tackles the effect of the self-excited vibration …
the proposed model, the estimated cutting force tackles the effect of the self-excited vibration …