有限元法
替代模型
计算机科学
工程类
结构工程
机器学习
作者
Xin Cao,Chao Jiang,Anjun Zu
出处
期刊:CRC Press eBooks
[Informa]
日期:2022-10-14
卷期号:: 594-600
标识
DOI:10.1201/9781003305019-82
摘要
Under the influence of multi-source information environment, dam and basic material parameters, boundary conditions, loads, monitoring (detection) information, and mechanical models are all uncertain. It is a hot topic in the field of dam engineering to study the transmission and cumulative effect of uncertainty and its influence mechanism on dam structure, and to develop a set of uncertainty information reduction technologies based on multi-source monitoring data. Based on the analysis of the uncertainty of dam structure response and its influencing factors, this paper puts forward a dam finite element simulation surrogate model, which realizes the dam uncertainty analysis on the transmission and accumulation effect. The engineering example shows that the uncertainty of model parameters has a significant effect on the transmission and accumulation of dam structural response.
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