Recent progress of chatter prediction, detection and suppression in milling
L Zhu, C Liu - Mechanical Systems and Signal Processing, 2020 - Elsevier
Machining chatter has been studied by scholars over the past decades, since chatter has a
significant impact on surface quality and productivity. Researchers have carried out …
significant impact on surface quality and productivity. Researchers have carried out …
[HTML][HTML] A review of chatter vibration research in milling
YUE Caixu, GAO Haining, LIU Xianli, SY Liang… - Chinese Journal of …, 2019 - Elsevier
Chatter is a self-excited vibration of parts in machining systems. It is widely present across a
range of cutting processes, and has an impact upon both efficiency and quality in production …
range of cutting processes, and has an impact upon both efficiency and quality in production …
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 …
Development of tool condition monitoring system in end milling process using wavelet features and Hoelder's exponent with machine learning algorithms
T Mohanraj, J Yerchuru, H Krishnan, RSN Aravind… - Measurement, 2021 - Elsevier
An effort was made to monitor the flank wear using wavelet analysis by extracting the
Hoelder's exponent as a feature and using various machine learning algorithms to forecast …
Hoelder's exponent as a feature and using various machine learning algorithms to forecast …
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 …
The concept and progress of intelligent spindles: a review
Intelligent spindles are core components of the next-generation of intelligent/smart machine
tools in the Industry 4.0 Era. The purpose of this paper is to clarify the concept of intelligent …
tools in the Industry 4.0 Era. The purpose of this paper is to clarify the concept of intelligent …
Chatter detection methods in the machining processes: A review
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 …
onset of chatter will result in the worse machined surface and the redistribution of frequency …
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 …
Milling chatter detection by multi-feature fusion and Adaboost-SVM
S Wan, X Li, Y Yin, J Hong - Mechanical Systems and Signal Processing, 2021 - Elsevier
Unstable chatter vibration in the milling process significantly affect the machining quality and
efficiency. In order to suppress or avoid the chatter vibration in the cutting operation …
efficiency. In order to suppress or avoid the chatter vibration in the cutting operation …
Advanced data collection and analysis in data-driven manufacturing process
The rapidly increasing demand and complexity of manufacturing process potentiates the
usage of manufacturing data with the highest priority to achieve precise analyze and control …
usage of manufacturing data with the highest priority to achieve precise analyze and control …