基于双向门控式宽度学习系统的监测数据结构变形预测

罗向龙,王亚飞,王彦博,王立新

Structural deformation prediction of monitoring data based on bi-directional gate board learning system

Xianglong LUO,Yafei WANG,Yanbo WANG,Lixin WANG

表 1 不同预测模型的性能对比

Tab.1 Performance comparison of different prediction models

模型 MAPE RMSE MAE t/s GRU 1.1884 1.3997 0.4818 419.58 BLS 1.2183 1.1877 0.6425 2.02 G-BLS 0.8097 1.0786 0.4971 2.06 Bi-LSTM 1.0937 0.9950 0.4740 505.89 Bi-G-BLS 0.7932 0.9054 0.4498 2.07