基于跨维度特征融合的航空发动机寿命预测

章东平,王大为,何数技,汤斯亮,刘志勇,刘中秋

Remaining useful life prediction of aircraft engines based on cross-dimensional feature fusion

Dongping ZHANG,Dawei WANG,Shuji HE,Siliang TANG,Zhiyong LIU,Zhongqiu LIU

表 5 跨维度多尺度卷积网络及其变体

Tab.5 Cross-dimensional multi-scale convolutional network and its variants

名称 通道注意力模块 多尺度时间依赖模块 通道依赖模块 CDMSCN √ √ √ 变体1 — √ √ 变体2 挤压-激励机制[15] √ √ 变体3 √ — √ 变体4 √ √ —