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 9 代价敏感1D CNN评价指标

Tab.9 Evaluation criteria of cost sensitive 1D CNN

类别 A/% P/% R/% F1/% S1 99.29 99.46 98.93 99.21 S2 99.29 99.40 99.28 99.34 S3 99.29 98.99 99.60 99.29