基于图拉普拉斯正则化深度学习模型的TBM滚刀磨损预测方法

王开松,郭旭华,唐威,魏一鸣,李朝阳,邹俊

Hob wear prediction method for TBM based on graph Laplacian regularization deep learning model

Kaisong WANG,Xuhua GUO,Wei TANG,Yiming WEI,Zhaoyang LI,Jun ZOU

表 4 机器学习模型预测性能

Table 4 Prediction performances of machine learning models

模型 ERMS EMA R² RR 0.007 936 0.079 145 0.383 7 SVR 0.008 125 0.092 167 0.328 3 GBRT 0.008 053 0.081 352 0.335 7