面向变工况迁移学习的泵阀小波残差网络异常检测

吴晓,张铭轩,何智烨,罗风,司国锦,夏唐斌

Anomaly detection using wavelet residual network for pump valves via transfer learning under variable operating conditions

Xiao WU,Mingxuan ZHANG,Zhiye HE,Feng LUO,Guojin SI,Tangbin XIA

表 3 小波残差网络各模块卷积核尺寸配置

Tab.3 Convolution kernel size configuration for each module of wavelet residual network

模块 卷积层 核大小 Inception模块 卷积层1-1 1×1 卷积层1-2 3×3 卷积层1-3 5×5 残差模块 卷积层 3×3