Data-driven methods provided smart manufacturing with unprecedented opportunities to
facilitate the transition toward Industry 4.0–based production. Machine learning and deep …

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 …

Turbine blades are widely used in aviation industries for its aero-dynamic performance.
However, as a kind of thin-walled parts with complex surfaces, to machine blades with high …

During metal cutting, chatter is prone to the effects of poor surface quality and tool wear.
Therefore, chatter detection is becoming more and more important. The current hot methods …

The spectral kurtosis (SK) is a useful tool for locating the non-stationary component in the
single source signal. It has been verified by the mechanical fault diagnosis. The fast …

Infrastructure monitoring and rapid quality diagnosis comprise the key solutions to achieve
zero-defect smart manufacturing. The most fundamental systems in manufacturing industries …

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 …

Intelligent fault diagnosis technology, as a promising approach, is gradually playing an
irreplaceable role in ensuring the safety, reliability, and efficiency of mechanical equipment …

Real-time and accurate monitoring of tool wear conditions is crucial to achieving double
optimization of production cost and product quality. However, the differences in the …

Chatter is an unstable and self-excited vibration that adversely affects part quality and tool
life in various machining processes. To achieve high-performance machining, chatter …