基于一维卷积神经网络的螺旋铣刀具磨损监测

汪海晋,尹宗宇,柯臻铮,郭英杰,董辉跃

Wear monitoring of helical milling tool based on one-dimensional convolutional neural network

Hai-jin WANG,Zong-yu YIN,Zhen-zheng KE,Ying-jie GUO,Hui-yue DONG

表 3 CFRP/Ti叠层螺旋铣加工参数

Tab.3 Helical milling parameters of CFRP/Ti stacks

材料 ns/( ${\rm{r}} \cdot {\min ^{ - 1}}$) nr/( ${\rm{r}} \cdot {\min ^{ - 1}}$) vf /( ${\rm{mm}} \cdot {{\rm{s}}^{{\rm{ - 1}}}}$) e/mm CFRP 10 000 720 1.0 1.0 钛合金 2 000 720 0.4 1.0