RF-DYNA - Software for optimized random finite element simulation using LS-DYNA

被引:3
|
作者
Hassan, Adam [1 ]
Oudah, Fadi [1 ]
机构
[1] Dalhousie Univ, Dept Civil & Resource Engn, Halifax, NS, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Random fields; Finite element method; Spatial variability; Random finite element; Reliability analysis; Computer software; RELIABILITY-ANALYSIS; CONCRETE; MODELS;
D O I
10.1016/j.advengsoft.2024.103724
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper presents a user-friendly software to assign spatially distributed material properties to nonlinear finite element models in LS-DYNA using discretized three dimensional random fields and random variables. The purpose of the software is to enable probabilistic analysis frameworks that incorporate results from LS-DYNA simulations with random material properties. The software leverages the existing well-established deterministic formulation of LS-DYNA by utilizing inbuilt material constitutive laws. K-nearest neighbors spatial interpolation and k-means clustering are implemented to streamline the generation and assignment of random fields to parts in LS-DYNA models. The functionality of the software is demonstrated through real-life safety assessments of two marine structural elements composed of steel-reinforced concrete. Analysis results demonstrated the robustness and efficiency of the software where it can be successfully integrated into analysis frameworks to evaluate the safety of structural members.
引用
收藏
页数:12
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