特征向量
MATLAB语言
有限元法
桥(图论)
曲面(拓扑)
梁(结构)
响应面法
结构工程
应用数学
基础(线性代数)
预应力混凝土
算法
计算机科学
工程类
数学
几何学
物理
机器学习
医学
量子力学
内科学
操作系统
作者
Haoyue Qiao,Liang Tang,Fasheng Zhang,Yongbo Zhang,Hengfei Ding,Hongtao Zhao
出处
期刊:Practice Periodical on Structural Design and Construction
[American Society of Civil Engineers]
日期:2023-11-01
卷期号:28 (4)
标识
DOI:10.1061/ppscfx.sceng-1235
摘要
To improve the precision of traditional response surface methods, an updated response surface method is proposed. Combining the updated response surface method and fmincon algorithm, the accuracy of the finite-element model of a certain prestressed concrete continuous beam bridge is improved using the data of in situ dynamic testing. First, on the basis of specific configurations of a certain prestressed concrete continuous beam bridge, three specific design parameters that need to be updated were preselected. Eigenvalues of 15 samples were calculated using the central composite design method. The response surface method was updated by obtaining the internal relationship between specific design parameters and response eigenvalues. Fifteen response eigenvalues were calculated by finite-element analysis. Using the lsqcurvefit algorithm, undetermined coefficients of the updated response surface model were calculated, and the updated design parameters and response eigenvalues were obtained using the fmincon algorithm from the MATLAB toolbox. Numerical examples show that the updated design parameters and response eigenvalues are reasonable when compared with original parameters. Using the updated response surface method and fmincon algorithm, the numerical model of a prestressed concrete continuous beam bridge was updated effectively.
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