Research on Dam Deformation Forecast Model Based on Genetic Algorithm Neural Network

被引:0
|
作者
Yi Xiaodong [1 ]
Xu Feng
Jiang Chengke [1 ]
机构
[1] Dalian Univ Technol, Sch Civil & Hydraul Engn, Dalian 116024, Liaoning, Peoples R China
关键词
Dam Prediction of deformation; Genetic Algorithm; BP nerve network; Forecast;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The method of combining the genetic algorithm(GA)with BP algorithm together and supplemented mutually by optimizing the initial weights of ANN with GA has been introduced,, Based on GA-LMBP neural network, the known testing data was used to establish a computational model to monitor the horizontal deformation of the 30# dam of Fengman hydropower station in Jilin province. Through comparing with the results, we get a conclusion that the proposed model has a preferable precision and applicability. It can be widely used in the testing forecast for water conservancy structure deformation.
引用
收藏
页码:1536 / 1539
页数:4
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