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 6 跨维度多尺度卷积网络及其变体的性能对比
Tab.6 Performance comparison of cross-dimensional multi-scale convolutional network and its variants
名称RMSEθ
FD001FD002FD003FD004FD001FD002FD003FD004
CDMSCN11.3812.7611.8114.58192.40629.61218.85908.58
变体112.5313.1113.3316.42212.11646.06287.311520.43
变体211.6012.9712.1215.83195.55574.42239.391167.74
变体313.4013.6413.4217.00361.93846.05352.501874.28
变体412.6213.4213.3415.31307.37730.52352.501232.79