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Stochastic analysis using the generalized perturbation stable node-based smoothed finite element method

机译:基于广义摄动稳定节点的光滑有限元方法的随机分析

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摘要

The traditional stochastic finite element method based on the finite element method fails to give the fine solution in precise determination of reliable problems when the computer power consumption is limited. To cure this fatal defect, the generalized nth order stochastic perturbation technique based on a stable node-based smoothed finite element method (GS_SNS-FEM) is presented. The framework intends to essentially improve the accuracy, lower the mesh limitation and occupy much less computational consumption for stochastic problems, especially when its second order realization is ineffective for large variations of input random fields. Besides, the nth orders expansion makes it possible to get the prefect accuracy for expected values and variances. Numerical examples including the static and dynamic problems are completed and compared with the solution of Monte Carlo simulation. It is found that the SNS-FEM applied in the stochastic problem can improve the accuracy of static and dynamic results, largely decrease the time cost, and lower the requirement of mesh.
机译:传统的基于有限元方法的随机有限元方法在计算机功耗受到限制的情况下,无法给出精确确定可靠问题的精细解决方案。为了解决这一致命缺陷,提出了一种基于稳定节点的平滑有限元方法(GS_SNS-FEM)的广义n阶随机扰动技术。该框架旨在从本质上提高准确性,降低网格限制并减少随机问题的计算消耗,特别是当其二阶实现对于输入随机字段的大变化无效时,尤其如此。此外,n阶扩展使得获得期望值和方差的精确度成为可能。完成了包括静态和动态问题的数值示例,并与蒙特卡洛模拟的解决方案进行了比较。结果表明,将SNS-FEM应用于随机问题可以提高静态和动态结果的精度,大大降低时间成本,降低网格的要求。

著录项

  • 来源
    《Engineering analysis with boundary elements》 |2016年第9期|40-55|共16页
  • 作者

    X.B. Hu; X.Y. Cui; H. Feng; G.Y. Li;

  • 作者单位

    State Key Laboratory of Advanced Design and Manufacturing for Vehicle Body, Hunan University, Changsha 410082, PR China ,Joint Center for Intelligent New Energy Vehicle, Shanghai 201804, PR China;

    State Key Laboratory of Advanced Design and Manufacturing for Vehicle Body, Hunan University, Changsha 410082, PR China ,Joint Center for Intelligent New Energy Vehicle, Shanghai 201804, PR China;

    State Key Laboratory of Advanced Design and Manufacturing for Vehicle Body, Hunan University, Changsha 410082, PR China ,Joint Center for Intelligent New Energy Vehicle, Shanghai 201804, PR China;

    State Key Laboratory of Advanced Design and Manufacturing for Vehicle Body, Hunan University, Changsha 410082, PR China ,Joint Center for Intelligent New Energy Vehicle, Shanghai 201804, PR China;

  • 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

    Smoothed finite element; Stochastic problem; Generalized perturbation technique; Monte Carlo simulation; Free vibration;

    机译:平滑有限元;随机问题;广义摄动技术;蒙特卡罗模拟;自由振动;

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