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Quantitative Validation of a Human Body Finite Element Model Using Rigid Body Impacts

机译:刚体碰撞对人体有限元模型的定量验证

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Validation is a critical step in finite element model (FEM) development. This study focuses on the validation of the Global Human Body Models Consortium full body average male occupant FEM in five localized loading regimes-a chest impact, a shoulder impact, a thoracoab-dominal impact, an abdominal impact, and a pelvic impact. Force and deflection outputs from the model were compared to experimental traces and corridors scaled to the 50th percentile male. Predicted fractures and injury severity measures were compared to evaluate the model's injury prediction capabilities. The methods of ISO/TS 18571 were used to quantitatively assess the fit of model outputs to experimental force and deflection traces. The model produced peak chest, shoulder, thoracoabdominal, abdominal, and pelvis forces of 4.8, 3.3, 4.5, 5.1, and 13.0 kN compared to 4.3, 3.2, 4.0, 4.0, and 10.3 kN in the experiments, respectively. The model predicted rib and pelvic fractures related to Abbreviated Injury Scale scores within the ranges found experimentally all cases except the abdominal impact. ISO/TS 18571 scores for the impacts studied had a mean score of 0.73 with a range of 0.57-0.83. Well-validated FEMs are important tools used by engineers in advancing occupant safety.
机译:验证是有限元模型(FEM)开发中的关键步骤。这项研究的重点是在五个局部负荷方案中对全球人体模型协会的全身男性乘员FEM进行了验证-胸部撞击,肩部撞击,胸廓-腹部撞击,腹部撞击和骨盆撞击。将模型的力和挠度输出与按比例缩放到第50个百分位男性的实验迹线和走廊进行比较。比较了预测的骨折和损伤严重程度,以评估模型的损伤预测能力。使用ISO / TS 18571的方法来定量评估模型输出与实验力和偏转轨迹的拟合度。该模型产生的峰值胸,肩,胸腹,腹和骨盆力分别为4.8、3.3、4.5、5.1和13.0 kN,而实验中分别为4.3、3.2、4.0、4.0和10.3 kN。该模型预测与缩略伤量表得分相关的肋骨和骨盆骨折,在实验发现的所有范围内(腹部除外)均在此范围内。 ISO / TS 18571的影响评估得分为0.73,平均得分为0.57-0.83。经过充分验证的FEM是工程师在提高乘员安全性方面使用的重要工具。

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