An optimized convolutional neural network for chatter detection in the milling of thin-walled parts

W Zhu, J Zhuang, B Guo, W Teng, F Wu - The International Journal of …, 2020 - Springer
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 …

Turning chatter detection using a multi-input convolutional neural network via image and sound signal

QN The Ho, TT Do, PS Minh, VT Nguyen, VTT Nguyen - Machines, 2023 - mdpi.com
In mechanical cutting and machining, self-excited vibration known as “Chatter” often occurs,
adversely affecting a product's quality and tool life. This article proposes a method to identify …