MONTE CARLO SIMULATION WITH A SURROGATE MODEL FOR NON-LINEAR FINITE ELEMENT ANALYSIS OF REINFORCED CONCRETE BEAM

DOI Web Site 11 References
  • HANYU Junki
    茨城大学大学院 理工学研究科 都市システム工学専攻
  • ASHIDA Takumi
    茨城大学大学院 理工学研究科 都市システム工学専攻
  • KURUMATANI Mao
    茨城大学大学院 理工学研究科 都市システム工学専攻

Bibliographic Information

Other Title
  • 鉄筋コンクリートはりの非線形有限要素解析に対する代替モンテカルロ法

Abstract

<p>A surrogate model for non-linear finite element analysis of reinforced concrete beams is proposed. The model is formulated based on the response surface methodology and can approximate the results of non-linear finite element analysis with second-order accuracy. The explanatory variables are determined by the sensitivity analysis of the material parameters of concrete. After verifying the accuracy of the surrogate model, we demonstrate that Monte Carlo simulation can be performed with a low computational cost by using the surrogate model instead of the non-linear finite element analysis. The proposed approach is also helpful for uncertainty quantification in the verification and validation.</p>

Journal

References(11)*help

See more

Related Projects

See more

Keywords

Details 詳細情報について

Report a problem

Back to top