Human carrying simulation with symmetric and asymmetric loads using optimization.

Human carrying simulation with symmetric and asymmetric loads using optimization.
复制标题

使用优化进行对称和不对称负载的人体承载模拟。

DOI:
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发表时间:
2014
影响因子:
1.4
通讯作者:
Y. Xiang
Y. Xiang
中科院分区:
工程技术4区
文献类型:
--
作者:
Y. Xiang

文献摘要

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本工作采用55自由度的骨骼数字人体模型来模拟人体搬运。基于优化的方法用于预测对称和不对称负载的承载运动。在此过程中,模型使用优化方案和基于任务的物理约束来预测关节动态。结果表明,该模型可以预测对称和非对称承载任务期间的不同承载策略。该模型还可以指示极端负载情况的风险因素。凭借如此强大的预测能力,该模型可用于生物医学和人体工程学研究。
Human carrying is simulated in this work by using a skeletal digital human model with 55 degrees of freedom. An optimization-based approach is used to predict the carrying motion with symmetric and asymmetric loads. In this process, the model predicts joint dynamics using optimization schemes and task-based physical constraints. The results indicate that the model can predict different carrying strategies during symmetric and asymmetric load-carrying tasks. The model can also indicate the risk factors for extreme loading situations. With such robust prediction capability, the model could be used for biomedical and ergonomic studies.