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 …

[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 …

Reliable deep learning and IoT-based monitoring system for secure computer numerical control machines against cyber-attacks with experimental verification

MQ Tran, M Elsisi, MK Liu, VQ Vu, K Mahmoud… - IEEE …, 2022 - ieeexplore.ieee.org
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 …

Effective multi-sensor data fusion for chatter detection in milling process

MQ Tran, MK Liu, M Elsisi - ISA transactions, 2022 - Elsevier
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 …

Effective feature selection with fuzzy entropy and similarity classifier for chatter vibration diagnosis

MQ Tran, M Elsisi, MK Liu - Measurement, 2021 - Elsevier
Feature selection represents the main challenge against the classification strategies for
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 …

Autonomous grinding algorithms with future prospect towards SMART manufacturing: A comparative survey

MR Pervez, MH Ahamed, MA Ahmed, SM Takrim… - Journal of Manufacturing …, 2022 - Elsevier
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 …

Chatter detection in turning using machine learning and similarity measures of time series via dynamic time warping

MC Yesilli, FA Khasawneh, A Otto - Journal of Manufacturing Processes, 2022 - Elsevier
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 …

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 …

Effective optimization based on equilibrium optimizer for dynamic cutting force coefficients of the end-milling process

MQ Tran, M Elsisi, VQ Vu, F Albalawi, SSM Ghoneim - Mathematics, 2022 - mdpi.com
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 …