对用于 NASA 舱外活动的全身有限元计算模型进行建模和模拟可信度评估。

IF 1.7 4区 医学 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Richard A Perkins, Christopher A Gallo, Athena E Ivanoff, Keegan M Yates, Courtney M Schkurko, Jeffrey T Somers, Nathaniel J Newby, Jerry G Myers, Raj K Prabhu
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引用次数: 0

摘要

计算有限元(FE)模型被用于适合宇航员的伤害风险评估;然而,这些模型用于模拟改变重力环境中伤害的验证、确认和可信度(VV&C)程序是有限的。我们的研究按照 NASA-STD-7009A 标准,使用八个可信度因子对 THUMS 和 Elemance 全身 FE 模型进行了 VV&C 评估,以预测适合宇航员的生物力学伤害。可信度因子的顺序分数是通过审查描述 VV&C 实践的现有文件来分配的,可信度充分性阈值是根据主题专家的意见来分配的。我们的结果表明,在与高速公路和接触式运动项目相关的特定运动学和动力学条件范围内,有限元模型对于适合宇航员的伤害调查是可信的。然而,当这些模型应用于这些范围之外时,就会出现缺陷。为了提高模型在以 NASA 为中心的应用领域中的可信度,我们提出了几种可信度提升策略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modeling and simulation credibility assessments of whole-body finite element computational models for use in NASA extravehicular activity applications.

Computational finite element (FE) models are used in suited astronaut injury risk assessments; however, these models' verification, validation, and credibility (VV&C) procedures for simulating injuries in altered gravity environments are limited. Our study conducts VV&C assessments of THUMS and Elemance whole-body FE models for predicting suited astronaut injury biomechanics using eight credibility factors, as per NASA-STD-7009A. Credibility factor ordinal scores are assigned by reviewing existing documentation describing VV&C practices, and credibility sufficiency thresholds are assigned based on input from subject matter experts. Our results show the FE models are credible for suited astronaut injury investigation in specific ranges of kinematic and kinetic conditions correlating to highway and contact sports events. Nevertheless, these models are deficient when applied outside these ranges. Several credibility elevation strategies are prescribed to improve models' credibility for the NASA-centric application domain.

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来源期刊
CiteScore
4.10
自引率
6.20%
发文量
179
审稿时长
4-8 weeks
期刊介绍: The primary aims of Computer Methods in Biomechanics and Biomedical Engineering are to provide a means of communicating the advances being made in the areas of biomechanics and biomedical engineering and to stimulate interest in the continually emerging computer based technologies which are being applied in these multidisciplinary subjects. Computer Methods in Biomechanics and Biomedical Engineering will also provide a focus for the importance of integrating the disciplines of engineering with medical technology and clinical expertise. Such integration will have a major impact on health care in the future.
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