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手动轮椅运动模拟的最优控制公式:前后稳定性的影响。

Optimal Control Formulation for Manual Wheelchair Locomotion Simulations: Influence of Anteroposterior Stability.

机构信息

Centre of Study and Research on Sevices for Disabled, Institution Nationale des Invalides, Paris 75007, France; Institute of Human Biomechanics Georges Charpak, Arts et Métiers Institute of Technology, Paris 75013, France.

Institute of Human Biomechanics Georges Charpak, Arts et Métiers Institute of Technology, Paris 75013, France.

出版信息

J Biomech Eng. 2023 Nov 1;145(11). doi: 10.1115/1.4063274.

Abstract

Manual wheelchair (MWC) locomotion exposes the user's upper-body to large and repetitive loads, which can lead to upper limbs pain and injuries. A thinner understanding of the influence of MWC settings on propulsion biomechanics could allow for a better adaptation of MWC configuration to the user, thus limiting the risk of developing such injuries. Advantageously compared to experimental studies, simulation methods allow numerous configurations to be tested. Recent studies have developed predictive locomotion simulation using optimal control methods. However, those models do not consider MWC anteroposterior stability, potentially resulting in unreasonable propulsion strategies. To this extent, this study aimed at confirming if constraining MWC anteroposterior stability in the optimal control formulation could lead to a different simulated movement. For this purpose, a four-link rigid-body system was used in a forward dynamics optimization paired with an anteroposterior stability constraint to predict MWC locomotion dynamics of the upper limbs during both startup and steady-state propulsion. Simulation results indicated the occurrence of MWC tipping when stability was not constrained, and that the constrained optimal control algorithm predicted different propulsion strategies. Hence, further proceedings of MWC locomotion simulation and optimal control investigations should take the anteroposterior stability into account to achieve more realistic simulations. Additionally, the implementation of the anteroposterior stability constrains unexpectedly resulted in a reduction of the computational time.

摘要

手动轮椅(MWC)运动使使用者的上半身承受较大且重复的负荷,这可能导致上肢疼痛和受伤。对 MWC 设置对推进生物力学影响的了解不足,可能会导致更好地适应 MWC 配置到用户,从而降低发生此类伤害的风险。与实验研究相比,模拟方法具有优势,可以测试众多配置。最近的研究已经使用最优控制方法开发了预测性的运动模拟。然而,这些模型没有考虑 MWC 的前后稳定性,这可能导致不合理的推进策略。在这方面,本研究旨在确认在最优控制公式中约束 MWC 的前后稳定性是否会导致不同的模拟运动。为此,在正向动力学优化中使用了一个四连杆刚体系统,并结合前后稳定性约束来预测上肢在启动和稳态推进期间的 MWC 运动动力学。模拟结果表明,当不限制稳定性时会发生 MWC 倾斜,并且受约束的最优控制算法预测了不同的推进策略。因此,进一步进行 MWC 运动模拟和最优控制研究应该考虑前后稳定性,以实现更逼真的模拟。此外,出人意料的是,前后稳定性约束的实施导致计算时间减少。

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