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验证多种人体模型与采用尸体模拟的侧面碰撞测试的一致性。

Validating diverse human body models against side impact tests with post-mortem human subjects.

机构信息

University of Michigan Transportation Research Institute, Ann Arbor, MI, United States.

University of Michigan Transportation Research Institute, Ann Arbor, MI, United States.

出版信息

J Biomech. 2020 Jan 2;98:109444. doi: 10.1016/j.jbiomech.2019.109444. Epub 2019 Oct 31.

Abstract

This study aimed at evaluating the ability of morphed finite element (FE) human body models (HBMs) to reproduce the impact responses of post-mortem human subjects (PMHS) with various stature and shape. Ten side impact tests previously performed using seven PMHS under 3 m/s and 8 m/s impact velocities were selected for model evaluation. With weight, stature, sex, and age of PMHS, seven FE HBMs were developed by morphing the midsize male THUMS model into the target geometries predicted by the statistical skeleton and external body shape models. The model-predicted force histories, accelerations along the spine, and deflections in the chest and abdomen were compared to the test data. For comparison, simulations in all testing conditions were also conducted with the original midsize male THUMS, and the results from the THUMS simulations were scaled to the weight and stature from each PMHS. The CORrelation and Analysis (CORA) was used to evaluate the model accuracy, with CORA scores close to one indicating excellent agreement. Ten simulations using the morphed models exhibited 0.80 ± 0.01, 0.80 ± 0.01, 0.78 ± 0.02, and 0.78 ± 0.02 CORA scores for the impact forces to the thorax, abdomen, iliac-wings, and greater-trochanter, respectively; the corresponding CORA scores with the original THUMS were markedly lower at 0.60 ± 0.06, 0.69 ± 0.05, 0.71 ± 0.05, and 0.69 ± 0.04; while those for the scaled THUMS were 0.65 ± 0.05, 0.71 ± 0.05, 0.73 ± 0.05, and 0.72 ± 0.02, also lower than the morphed models. Across all simulations, the morphed HBMs demonstrated significantly higher accuracy than the THUMS with or without scaling. These results suggested the necessity of accounting for size and shape effects on predicting human responses in side impacts.

摘要

本研究旨在评估变形有限元(FE)人体模型(HBM)在再现具有不同身材和体型的死后人体受试者(PMHS)的冲击响应方面的能力。选择了之前在 3m/s 和 8m/s 冲击速度下使用 7 个 PMHS 进行的 10 次侧面冲击测试,用于模型评估。根据 PMHS 的体重、身高、性别和年龄,通过将中等身材男性 THUMS 模型变形为统计骨骼和外部体型模型预测的目标几何形状,开发了 7 个 FE HBM。比较了模型预测的力历程、脊柱加速度和胸部和腹部挠度与测试数据。为了比较,还在所有测试条件下对原始中等身材男性 THUMS 进行了模拟,并将结果缩放至每个 PMHS 的体重和身高。使用 CORrelation and Analysis (CORA) 评估模型准确性,CORA 得分接近 1 表示极好的一致性。使用变形模型进行的 10 次模拟分别为胸部、腹部、髂翼和大转子的冲击力呈现出 0.80±0.01、0.80±0.01、0.78±0.02 和 0.78±0.02 的 CORA 评分;使用原始 THUMS 的 CORA 评分明显较低,为 0.60±0.06、0.69±0.05、0.71±0.05 和 0.69±0.04;而使用缩放 THUMS 的 CORA 评分为 0.65±0.05、0.71±0.05、0.73±0.05 和 0.72±0.02,也低于变形模型。在所有模拟中,变形 HBM 比使用或不使用缩放的 THUMS 表现出更高的准确性。这些结果表明,在侧面冲击中预测人体响应时,需要考虑尺寸和形状的影响。

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