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The Effect of FEM Mesh Density on the Failure Probability Analysis of Structures

机译:有限元网格密度对结构破坏概率分析的影响

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摘要

In the analysis of finite elements, mesh density can highly influence the accuracy of the results. Hence, researchers consider the determination and refinement of mesh an attractive issue. However, the subject has not been suitably investigated for the reliability evaluation of structures. This paper investigates the effects of mesh density on the reliability evaluation and the reliability-based sensitivity of structures. For this purpose, two common engineering problems modeled by Finite Element Method (FEM), with different mesh densities and their reliability results determined by Monte Carlo simulation and polynomial Response Surface Methodology (RSM). The analytical solutions to the proposed problems were present in the literature. Hence, the effects of the FEM mesh densities on the reliability results could be compared with the theoretical results. The outcomes based on the FEM results showed that RSM can very accurately evaluate the performance of these structures. However, the main achievement of the study was the finding that though a determined mesh density can be considered acceptable from the deterministic analysis viewpoint, its employment in reliability analysis could produce 100% error in estimating the failure probability of a structure.
机译:在有限元分析中,网格密度会极大地影响结果的准确性。因此,研究人员认为确定和细化网格是一个有吸引力的问题。然而,尚未对该主题进行适当的研究以进行结构的可靠性评估。本文研究了网格密度对结构可靠性评估和基于可靠性的敏感性的影响。为此,使用有限元方法(FEM)建模的两个常见工程问题具有不同的网格密度,并通过蒙特卡罗模拟和多项式响应面方法(RSM)确定了其可靠性结果。文献中提出了针对所提出问题的解析解决方案。因此,可以将有限元网格密度对可靠性结果的影响与理论结果进行比较。基于FEM结果的结果表明,RSM可以非常准确地评估这些结构的性能。然而,这项研究的主要成就是发现,尽管从确定性分析的观点来看,确定的网格密度可以被接受,但是将其用于可靠性分析可能会在估计结构的失效概率时产生100%的误差。

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