人民长江Issue(8)：61-63,70,4.DOI:10.16232/j.cnki.1001-4179.2015.08.015
MLR-Bernstein 多项式模型在大坝监测中的应用
Appiication of MLR - Bernstein poiynomiais modei in dam safety monitoring
严春丽1
作者信息
- 1. 云南滇能泗南江水电开发有限公司，云南 普洱 654814
- 折叠
摘要
Abstract
The conventional Multiple Linear Regression model( MLR)is widely used in dam safety monitoring,but there is chaotic phenomena in residual series in this model,and the residual analysis is not implemented,which will affect the prediction accuracy. In this paper,a new MLR model combined with Bernstein polynomial was put forward by using RLS adaptive prediction algorithm that is based on Bernstein polynomial theory,namely it separates different influential components by MLR model,then uses RLS adaptive prediction algorithm to deal with the residual time series. Moreover,the model was validated by the observa-tion data of horizontal displacement of dam crest of Siˊnanjiang Hydropower Station. The validation results show that this model has higher prediction accuracy and can well reflect the actual value fluctuation.关键词
多元线性回归/Bernstein 多项式/RLS 算法/大坝安全监测Key words
multiple linear regression/Bernstein polynomial/RLS algorithm/dam safety monitoring分类
建筑与水利引用本文复制引用
严春丽..MLR-Bernstein 多项式模型在大坝监测中的应用[J].人民长江,2015,(8):61-63,70,4.
