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Treatment of multiple input uncertainties using the scaled boundary finite element method

机译:使用缩放边界有限元法处理多重输入不确定性

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摘要

This paper presents a non-intrusive scaled boundary finite element method to consider multiple input uncertainties, viz., material and geometry. The types of geometric uncertainties considered include the shape and size of inclusions. The inclusions are implicitly defined, and a robust framework is presented to treat the interfaces, which does not require explicit generation of a conforming mesh or special enrichment techniques. A polynomial chaos expansion is used to represent the input and the output uncertainties. The efficiency and the accuracy of the proposed framework are elucidated in detail with a few problems by comparing the results with the conventional Monte Carlo method. A sensitivity analysis based on Sobol' indices using the developed framework is presented to identify the critical input parameter that has a higher influence on the output response.
机译:本文介绍了非侵入式缩放边界有限元方法,以考虑多个输入不确定性,VIZ,材料和几何。 考虑的几何不确定性的类型包括夹杂物的形状和尺寸。 隐含地定义夹杂物,并且呈现了一种强大的框架来处理接口,这不需要显式生成符合网格或特殊富集技术。 多项式混沌扩展用于表示输入和输出不确定性。 通过将结果与传统的蒙特卡罗方法与结果进行比较,详细阐述了所提出的框架的效率和准确性。 提出了基于使用开发框架的Sobol'指数的灵敏度分析,以识别对输出响应影响较高影响的关键输入参数。

著录项

  • 来源
    《Applied Mathematical Modelling》 |2021年第11期|538-554|共17页
  • 作者单位

    Department of Mechanical Engineering Indian Institute of Technology Madras Chennai 600036 India;

    Department of Mechanical Engineering Indian Institute of Technology Madras Chennai 600036 India;

    School of Engineering Information Technology and Physical Sciences Federation University Australia Ballarat VIC3350 Australia Institute of Computational Engineering Faculty of Science Technology and Communication University of Luxembourg Luxembourg;

    Department of Mechanical Engineering Indian Institute of Technology Madras Chennai 600036 India;

    Institute of Computational Engineering Faculty of Science Technology and Communication University of Luxembourg Luxembourg School of Engineering Cardiff University Wales CF24 3AA UK;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Implicitly defined interfaces; Level-set method; Non-intrusive stochastic finite element; method; Scaled boundary finite element method;

    机译:隐式定义的接口;level-set方法;非侵入式随机有限元;方法;缩放边界有限元方法;

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