The influence of different back analysis conditions on the stochastic back analysis of arch dam material Parameters: A case study

被引:3
|
作者
Yang, Jie [1 ]
Jia, Dongyan [1 ]
Cheng, Lin [1 ]
Tong, Fei [1 ]
Ma, Chunhui [1 ]
机构
[1] Xian Univ Technol, State Key Lab Ecohydraul Northwest Arid Reg, Xian 710048, Peoples R China
基金
中国国家自然科学基金;
关键词
Concrete arch dam; Bayesian inference; Sensitivity analysis; Prior distribution; Likelihood function; PREDICTION; INVERSION;
D O I
10.1016/j.istruc.2023.07.041
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
It is very important to back analyse arch dam material parameters through monitoring data. The selection of the monitoring points, prior distribution of the material parameters and likelihood function have a significant impact on the stochastic back analysis of arch dam material parameters based on Bayesian inference. In this paper, the sensitivity analysis method is used, and the sensitivity of the comprehensive elastic modulus of dam concrete and bedrock for arch dam deformation is analysed. Through high-sensitivity monitoring points and all monitoring points in the arch dam, the influence of the monitoring point selection on the stochastic back analysis of the arch dam material parameters is studied. Considering the prior distribution of the material parameters and likelihood function forms, the influence of different prior distributions and likelihood function forms on the stochastic back analysis of the arch dam material parameters is studied based on high sensitivity measuring points. The example have shown that the sensitivity analysis can be used for optimizing the selection of monitoring points. Different parameter prior distributions and likelihood function forms have certain influences on the stochastic back analysis of the arch dam material parameters. This paper provides a reference for selecting the stochastic inversion conditions for the arch dam material parameters.
引用
收藏
页码:2307 / 2323
页数:17
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