Finite element-based probabilistic analysis tool for orthopaedic applications

被引:69
作者
Easley, Sarah K.
Pal, Saikat
Tomaszewski, Paul R.
Petrella, Anthony J.
Rullkoetter, Paul J.
Laz, Peter J.
机构
[1] Univ Denver, Computat Biomech Lab, Denver, CO 80208 USA
[2] DePuy, Johnson & Johnson Co, Warsaw, IN 46581 USA
关键词
probabilistic modeling; reliability; sensitivity; variability; orthopaedic implants; finite element modeling;
D O I
10.1016/j.cmpb.2006.09.013
中图分类号
TP39 [计算机的应用];
学科分类号
081203 [计算机应用技术]; 0835 [软件工程];
摘要
Orthopaedic implants, as well as other physical systems, contain inherent variability in geometry, material properties, component alignment, and loading conditions. While complex, deterministic finite element (FE) models do not account for the potential impact of variability on performance, probabilistic studies have typically predicted behavior from simplified FE models to achieve practical solution times. The objective of this research was to develop an efficient and versatile probabilistic FE tool to quantify the effect of uncertainty in the design variables on the performance of orthopaedic components under relevant conditions. Key aspects of the computational tool developed include parametric and automated FE model creation for changes in dimensional variables, efficient solution using the advanced mean-value (AMV) reliability method, and identification of the most significant design variables. Two orthopaedic applications are presented to demonstrate the ability of the computational tool to efficiently and accurately represent component performance. (c) 2006 Elsevier Ireland Ltd. All rights reserved.
引用
收藏
页码:32 / 40
页数:9
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