基于空洞卷积和增强型多尺度特征自适应融合的滚动轴承故障诊断

韩康,战洪飞,余军合,王瑞

Rolling bearing fault diagnosis based on dilated convolution and enhanced multi-scale feature adaptive fusion

Kang HAN,Hongfei ZHAN,Junhe YU,Rui WANG

表 11 所提模型关键部分消融研究

Tab.11 Ablation study of key parts of proposed model

模 型 A A1 A2 A3 A4 M1 0.9771 0.9003 0.9975 0.8206 M2 0.9863 0.9967 0.9979 0.9136 M3 0.9924 0.9986 0.9974 0.8986 M4 0.9972 0.9974 0.9968 0.9062 M5 0.9973 0.9989 0.9976 0.9301 M6 0.9976 0.9999 0.9983 0.9447