Abstract Machine vision based condition monitoring and fault diagnosis of machine tools
(MVCMFD-MTs) is a vital technique of condition-based maintenance (CBM) in both metal …

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 …

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 …

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 …

Machining parameters have significant value in manufacturing and machining industries as
they result in quality and dimensional accuracy of the product. The machining parameters …

Chatter is a self-excited vibration that frequently occurs in thin-walled parts milling, which
has become a major limitation to productivity and quality. Additionally, convolutional neural …

Chatter is a kind of unstable vibration in high-speed milling process, leading to poor surface
quality of workpiece, significant tool wear, and severe noise. In order to avoid these negative …

Measuring machining parameters is essential for influencing the quality and precision of the
finished product in the manufacturing and machining industries. Machine vision systems …

This paper presents the use of vision-based methods for cutting tool motion registration and
modal analysis. Motion of three illustrative tools were recorded using low-and high-speed …

Abstract Machine chatter is still an unresolved and challenging issue in the milling process,
and developing an online chatter identification and process monitoring system towards …