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松质骨有限元建模中的数值误差与不确定性

Numerical errors and uncertainties in finite-element modeling of trabecular bone.

作者信息

Ladd A J, Kinney J H

机构信息

University of Florida, Chemical Engineering Department, Gainesville 32611-6005, USA.

出版信息

J Biomech. 1998 Oct;31(10):941-5. doi: 10.1016/s0021-9290(98)00108-0.

Abstract

Although micromechanical finite-element models are being increasingly used to help interpret the results of bio-mechanical tests, there has not yet been a systematic study of the numerical errors and uncertainties that occur with these methods. In this work, finite-element models of human L1 vertebra have been used to analyze the sensitivity of the calculated elastic moduli to resolution, boundary conditions, and variations in the Poisson's ratio of the tissue material. Our results indicate that discretization of the bone architecture, inherent in the tomography process, leads to an underestimate in the calculated elastic moduli of about 20% at 20 microm resolution; these errors vary roughly linearly with the size of the image voxels. However, it turns out that there is a cancellation of errors between the softening introduced by the discretization of the bone architecture and the excess bending resistance of eight-node hexahedral finite elements. Our empirical finding is that eight-node cubic elements of the same size as the image voxels lead to the most accurate calculation for a given number of elements, with errors of less than 5% at 20 microm resolution. Comparisons with mechanical testing are also hindered by uncertainties in the grip conditions: our results show that these uncertainties are of comparable magnitude to the systematic differences in mechanical testing methods. Both discretization errors and uncertainties in grip conditions have a smaller effect on relative moduli, used when comparing between different specimens or different load directions, than on an absolute modulus. The effects of variations in the Poisson's ratio of the bone tissue were found to be negligible.

摘要

尽管微机械有限元模型越来越多地被用于辅助解释生物力学测试结果,但尚未对这些方法中出现的数值误差和不确定性进行系统研究。在这项工作中,人类L1椎体的有限元模型被用于分析计算得到的弹性模量对分辨率、边界条件以及组织材料泊松比变化的敏感性。我们的结果表明,断层扫描过程中固有的骨结构离散化会导致在20微米分辨率下计算得到的弹性模量低估约20%;这些误差大致与图像体素大小呈线性变化。然而,事实证明,骨结构离散化引入的软化与八节点六面体有限元的过度抗弯性之间存在误差抵消。我们的经验发现是,对于给定数量的单元,与图像体素大小相同的八节点立方体单元能得到最准确的计算结果,在20微米分辨率下误差小于5%。夹具条件的不确定性也阻碍了与机械测试的比较:我们的结果表明,这些不确定性的量级与机械测试方法中的系统差异相当。与绝对模量相比,离散化误差和夹具条件的不确定性对比较不同标本或不同加载方向时使用的相对模量的影响较小。发现骨组织泊松比变化的影响可忽略不计。

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