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STOCHASTIC FINITE ELEMENT ANALYSIS OF THE FREE VIBRATION OF FUNCTIONALLY GRADED MATERIAL PLATES

机译:功能梯度材料板自由振动的随机有限元分析

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The superior properties of Functionally Graded Materials (FGM) are usually accompanied by randomness in their properties due to difficulties in tailoring the gradients during manufacturing processes. Using the Stochastic Finite Element Method (SFEM) proved to be a powerful tool in studying the sensitivity of the static response of FGM plates to uncertainties in their material properties. This tool is yet to be used in studying free vibration of FGM plates. The aim of this work is to use a Second Order Reliability Method (SORM), combined with a nine-noded isoparametric Lagrangian element based on the third order shear deformation theory to investigate sensitivity of the fundamental frequency of FGM plates to material uncertainties. These include uncertainties in ceramic and metal Young's modulus and Poisson's ratio, their densities and the ceramic volume fraction. The developed code utilizes MATLAB capabilities to derive the derivatives of the stiffness and mass matrices symbolically with a considerable reduction in calculation time. Calculating the eigenvectors at the mean values of the variables and updating them only at the last iteration significantly increases solution speed. The results of the stochastic finite element code are compared to published results and to the results of the well-established Monte Carlo simulation technique with importance sampling. Results show that the relative importance of variations in the constituents' properties is highly dependent on the volume fraction and is virtually independent of the frequency ratio for practical values of solution reliability. SORM is proven to be an excellent rapid tool in the stochastic analysis of free vibration of FGM plates, when compared to the slower Monte Carlo simulation techniques.
机译:功能渐变材料(FGM)的优异性质通常在其性质中伴随着随机性,由于在制造过程中裁缝梯度时的困难。使用随机有限元法(SFEM)被证明是研究FGM板静态响应对其材料特性的不确定性的敏感性的强大工具。该工具尚未用于研究FGM板的自由振动。这项工作的目的是使用二阶可靠性方法(SORM),基于第三阶剪切变形理论与九个点状的等偶像拉格朗日元素组合,以研究FGM板基频对材料不确定性的敏感性的灵敏度。这些包括陶瓷和金属杨氏模量和泊松比的不确定性,它们的密度和陶瓷体积分数。开发的代码利用MATLAB能力象征性地从计算时间的相当大降低地导出刚度和质量矩阵的衍生物。在变量的平均值下计算特征向量并仅在最后迭代更新它们显着提高了解决方案速度。将随机有限元代码的结果与公布的结果和具有重要性采样的良好良好的蒙特卡罗仿真技术的结果进行了比较。结果表明,成分特性变化的相对重要性高度依赖于体积分数,几乎与溶液可靠性的实际值的频率比无关。与较慢的蒙特卡罗仿真技术相比,僧侣被证明是对FGM板的自由振动随机振动的出色工具。

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