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Stochastic finite element-based structural analysis and reliability assessment.

机译:基于随机有限元的结构分析和可靠性评估。

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摘要

Many engineering systems have attributes which exhibit complex patterns of variation in space. Such spatially random properties can be modeled as random fields. The effects of the random field models in some structures are strong and can adversely affect structure reliability. One of the most important features of structures involving random field models is that the response of the structure often does not have a closed-form solution. Stochastic finite element methods (SFEM) are emerging as powerful tools to analyze structural response and perform reliability analysis. A methodology for SFEM-based structure analysis and structural reliability assessment is developed in this study. This methodology improves the efficiency of SFEM by using a new approach to represent a random field as continuous function, and incorporates the expanded random field into the finite element formulation directly. A reduction procedure, similar to that employed in modal analysis in structural dynamics, is used to reduce the number of basic random variables. The method is used to investigate the effects of random field models on structure stability and reliability of linear and nonlinear structures, and to identify situations in which the use of a random field rather than a random variable model has a positive or negative impact on second moment-response or reliability. Errors in alternate discontinuous and continuous representations of random fields are examined in a second-moment sense. The effects of random spatial fluctuation either in material properties or the distributed loads are significant when the scales of the correlation are less than the lengths of the member. The random fluctuation in bending rigidity causes the mean and variability of the buckling load to decrease. Random fluctuations in material properties or the distributed loads cause the reliability of a structure to increase or decrease depending on the particular problem.
机译:许多工程系统的属性显示出复杂的空间变化模式。可以将此类空间随机属性建模为随机字段。随机场模型在某些结构中的影响很强,并且可能会对结构的可靠性产生不利影响。涉及随机场模型的结构最重要的特征之一是结构的响应通常没有封闭形式的解决方案。随机有限元方法(SFEM)逐渐成为分析结构响应和进行可靠性分析的强大工具。在这项研究中开发了一种基于SFEM的结构分析和结构可靠性评估的方法。这种方法通过使用一种将随机场表示为连续函数的新方法来提高SFEM的效率,并将扩展的随机场直接合并到有限元公式中。减少程序类似于结构动力学模态分析中使用的程序,用于减少基本随机变量的数量。该方法用于研究随机场模型对线性和非线性结构的结构稳定性和可靠性的影响,并确定使用随机场而不是随机变量模型对第二矩有正或负影响的情况-响应或可靠性。从第二个角度检查随机场的交替不连续和连续表示中的错误。当相关关系的尺度小于构件的长度时,材料属性或分布载荷中随机空间波动的影响将非常显着。弯曲刚度的随机波动导致屈曲载荷的均值和变异性降低。材料特性或分布载荷的随机波动会导致结构的可靠性根据特定问题而增加或降低。

著录项

  • 作者

    Zhang, Jun.;

  • 作者单位

    The Johns Hopkins University.;

  • 授予单位 The Johns Hopkins University.;
  • 学科 Engineering Civil.
  • 学位 Ph.D.
  • 年度 1995
  • 页码 180 p.
  • 总页数 180
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 建筑科学;
  • 关键词

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