LS-SVM-Markov Model For Dam Deformation Prediction

被引：6

作者：

Jiang, Yanzuo ^{[1
]}

Liu, Hezhi ^{[1
]}

Liu, Jingyang ^{[1
]}

机构：

[1] Hohai Univ, Coll Water Conservancy & Hydropower, Nanjing 210098, Jiangsu, Peoples R China

来源：

APPLIED MATERIALS AND TECHNOLOGIES FOR MODERN MANUFACTURING, PTS 1-4 | 2013年 / 423-426卷

关键词：

dam deformation analysis; LS-SVM; Markov chain; displacement prediction;

D O I：

10.4028/www.scientific.net/AMM.423-426.1144

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

In order to effectively predict aspects of dam deformation, taking effective and timely measures against the problem to ensure the safety of the dam.As a result, LS-SVM-Mc model is proposed. Namely, Markov chain based on LS-SVM prediction corrects the error, and ultimately improves the prediction accuracy. By the analysis and calculation of deformation prediction of an arch dam, you can find that the method is more in line with the actual situation, showing predictive superiority and a high prediction accuracy.so the method can serve as a new ways of dam deformation prediction,some promotional value can be gained in later work.

引用

页码：1144 / 1149

页数：6