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使用优化方法进行对称和非对称负载的人体搬运模拟。

Human carrying simulation with symmetric and asymmetric loads using optimization.

作者信息

Xiang Yujiang

机构信息

Department of Mechanical Engineering, University of Alaska Fairbanks, Fairbanks, Alaska.

出版信息

J Appl Biomech. 2014 Feb;30(1):140-6. doi: 10.1123/jab.2012-0159.

Abstract

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.

摘要

在这项工作中,通过使用具有55个自由度的骨骼数字人体模型来模拟人体搬运。采用基于优化的方法来预测对称和非对称负载下的搬运运动。在此过程中,该模型使用优化方案和基于任务的物理约束来预测关节动力学。结果表明,该模型可以预测对称和非对称负载搬运任务期间的不同搬运策略。该模型还可以指出极端负载情况的风险因素。凭借这种强大的预测能力,该模型可用于生物医学和人体工程学研究。

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