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 …

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 …

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 …

Industrial robots play an important role in the milling of large complex parts. However, the
robot is less rigid and prone to vibration-related problems; chatter, which affects machining …

For condition monitoring and predictive maintenance of high-end manufacturing equipment,
surface roughness is a critical metric to evaluate machining quality. Designing a method that …

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 …

Chatter is one form of severe self-excited vibration in machining process which leads to
many machining problems. In this paper, a new method of chatter identification is proposed …