Spatial Distribution of Material Properties in Load Bearing Femur as Characterized by Evolutionary Structural Optimization

M. Bilgen, Lev Lafayette, H. Latifi
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Abstract

This works aims to simulate bone formation under natural loading using evolutionary structural optimization. Unlike material elimination by hard-kill approach applied previously, the current presentation implements material replacement defined as soft-kill method. A numerical analysis platform was developed and finite element model of sheep femur was constructed using computer tomography data. Quadruple material properties governing soft medullary canal, cancellous as well as plexiform and haversian cortical structures were considered as the main material constituents of the femur. An iterative algorithm was designed for determining the spatial distribution of these tissue types throughout the femur. The model initially started with a homogenous plexiform design and iteratively converged to a final state with heterogeneous density profile, nearly similar to a natural femur. The inefficient regions were gradually changed with mechanically lower grade and lighter tissues and thus the final construct had the least weight but still supported the load. The convergence was achieved successfully. . The tissue types were distributed in a mechanically optimum fashion to counteract the applied forces. The resulting internal material assignments provided insights into the structural remodeling of femur within the context of Wolff’s law. . Using the developments, bone formation can be simulated numerically under different mechanical loading conditions. Such investigations may provide useful information about the vulnerability of bone as its material properties change with osteoporosis or the fracture risk as a result of malfunction in muscles attached to the femur.
基于演化结构优化的股骨承载材料性能空间分布研究
本研究旨在利用进化结构优化模拟自然载荷下的骨形成。与以前采用的硬杀伤方法的材料消除不同,当前的演示实现了定义为软杀伤方法的材料替代。开发了数值分析平台,利用计算机断层扫描数据建立了绵羊股骨的有限元模型。控制软髓管、松质以及丛状和哈弗状皮质结构的四重材料特性被认为是股骨的主要材料成分。设计了一种迭代算法来确定这些组织类型在整个股骨中的空间分布。该模型最初以均匀的网状设计开始,并迭代收敛到具有非均匀密度剖面的最终状态,几乎与天然股骨相似。低效率区域逐渐改变,机械等级较低,组织较轻,因此最终结构具有最小的重量,但仍能支撑载荷。成功地实现了收敛。组织类型以机械最佳方式分布以抵消施加的力。由此产生的内部材料分配在沃尔夫定律的背景下为股骨的结构重塑提供了见解。利用这些开发工具,可以对不同力学载荷条件下的骨形成过程进行数值模拟。这样的研究可以提供有用的信息,了解骨的脆弱性,因为它的材料性质会随着骨质疏松症的发生而改变,或者由于股骨附着的肌肉功能障碍而导致骨折的风险。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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