Kai-Wen Yao

Cutting tool wear prediction using terminal vibration signals and a frequency-domain adaptive residual network

To predict the cutting tool wear, this paper proposes a frequency-domain adaptive residual network (FDAR-Net) based solely on terminal vibration signals of the machining system. To suppress field noise and high-frequency interference, FDAR-Net integrates a frequency-domain adaptive mechanism with an asymmetric residual...