A Hybrid Chatter Detection Method Based on WPD, SSA, and SVM-PSO
Shock and Vibration, 2020 As a kind of self-excited vibrations, chatter vibration is extremely common in end milling, especially in high-speed cutting processes. It affects the machining accuracy of products and decreases the processing efficiency of machine tools.
Erhua Wang, Peng Yan, Jie Liu
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Chatter identification in turning process based on vibration analysis using Hilbert-Huang transform
Journal of Mechanical Engineering and Sciences, 2020 In machining process, the increasing cutting depth is aimed to accelerate machining operations in a short time. However, the increasing cutting depth can cause chatter vibration at any time.
Agus Susanto +4 more
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Deep Learning for Chatter Detection in Machining
, 2022 Abstract Deep learning unlike classical machine learning methods, automatically extracts features at a higher level and merges feature extraction and classification into a single structure, so it does not require a large number of tests and errors. This work presents a deep learning approach for detecting the phenomenon of chatter in machining.
Cheick Abdoul Kadir A kounta +3 more
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Some aspects about milling : expert system for cutting parameters selection and control designs [PDF]
, 2006 Milling is a mechanical process which consist of the relative movement between feeding the work-piece and rotating the multitooth cutter, to remove material from the work-piece.
De la Sen, Manuel +2 more
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Suppression of period doubling chetter in high-speed milling by spindle speed variation [PDF]
, 2011 Spindle speed variation is a well known technique to suppress regenerative machine tool vibra- tions, but it is usually considered to be effective only for low spindle speeds.
Arnaud, Lionel +9 more
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Chatter Detection based on a Contact Sensor in Milling Operations [PDF]
, 2021 Chatter vibrations during machining operations are large-amplitude self-excited vibrations, which result in the loss of physical contact between the workpiece and the tool.
Bachrathy, D., Hajdu, D.
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The Bivariate Empirical Mode Decomposition and Its Contribution to Grinding Chatter Detection
Applied Sciences, 2017 Grinding chatter reduces the long-term reliability of grinding machines. Detecting the negative effects of chatter requires improved chatter detection techniques.
Huanguo Chen +6 more
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Frontiers in Big Data, 2023 IntroductionFrance has seen two key protests within the term of President Emmanuel Macron: one in 2020 against Islamophobia, and another in 2023 against the pension reform.
Lynnette Hui Xian Ng, Kathleen M. Carley
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An Evaluation Study of EMD, EEMD, and VMD For Chatter Detection in Milling
Procedia Computer Science, 2022 In modem machining processes, chatter is an inherent phenomenon that hinders efficiency, productivity, and automation. Numerous methods have been proposed using analytical, computational, and artificial intelligence methods to detect and avoid chatter during milling.
Pelin Seyrek +3 more
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Digital Apprentice for Chatter Detection: An On-line Learning Approach to Regenerative Chatter Detection in Machining via Human-Machine Interaction [PDF]
, 2022 Regenerative chatter in machining, which is characterized by self-excited vibration, is a common process anomaly that limits productivity and part quality in machining operations.
Yan, Xiaoliang
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