Milling refers to a class of material processing methods that relies on a high-speed rotating
milling cutter removing extra material to get desired shapes and features. Being distinct from …

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 …

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 …

This paper presents an on-line chatter detection method in milling using drive motor current
commands supplied by the CNC system in real-time. The methodology is described by using …

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 …

In the engineering phase of modern manufacturing systems, simulation-based methods and
tools have been established to face the increasing demands on time-efficiency and …

The accurate prediction of chatter stability in milling operations is a continuous pursuit of
manufacturing engineering. Physical-based stability analysis methods suffer from inaccurate …

A new approach for updating model-based stability chart predictions in milling based on
experimental data is presented. The approach utilizes Deep Neural Networks (DNNs), which …

The state prediction of key components in manufacturing systems tends to be risk-sensitive
tasks, where prediction accuracy and stability are the two key indicators. The physics …

The main productivity constraints of milling operations are self-induced vibrations, especially
regenerative chatter vibrations. Two key parameters are linked to these vibrations: the depth …