变形监测数据的RBF神经网络预测方法

PREDICTION METHOD OF RBF NEURAL NETWORK FOR DEFORMATION MONITORING

研究了RBF神经网络的变形预测模型及其训练准则和算法,分析了基于RBF神经网络和BP网络的盾构施工变形预测结果,得出了很好的预测效果。

We stutied the RBF neural network model and its training rule and algorithm based on the analysis of the RBF neural network and BP network tunnel borer deformation forecast results. We draw conclusions that RBF neural network used to deformation data processing can be very good.