Springs vs. motors: Ideal assistance in the lower limbs during walking at different speeds.

IF 3.8 2区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS
Israel Luis, Maarten Afschrift, Elena M Gutierrez-Farewik
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引用次数: 0

Abstract

Recent years have witnessed breakthroughs in assistive exoskeletons; both passive and active devices have reduced metabolic costs near preferred walking speed by assisting muscle actions. Metabolic reductions at multiple speeds should thus also be attainable. Musculoskeletal simulation can potentially predict the interaction between assistive moments, muscle-tendon mechanics, and walking energetics. In this study, we simulated devices' optimal assistive moments based on minimal muscle activations during walking with prescribed kinematics and dynamics. We used a generic musculoskeletal model with tuned muscle-tendon parameters and computed metabolic rates from muscle actions. We then simulated walking across multiple speeds and with two ideal actuation modes-motor-based and spring-based-to assist ankle plantarflexion, knee extension, hip flexion, and hip abduction and compared computed metabolic rates. We found that both actuation modes considerably reduced physiological joint moments but did not always reduce metabolic rates. Compared to unassisted conditions, motor-based ankle plantarflexion and hip flexion assistance reduced metabolic rates, and this effect was more pronounced as walking speed increased. Spring-based hip flexion and abduction assistance increased metabolic rates at some walking speeds despite a moderate decrease in some muscle activations. Both modes of knee extension assistance reduced metabolic rates to a small extent, even though the actuation contributed with practically the entire net knee extension moment during stance. Motor-based hip abduction assistance reduced metabolic rates more than spring-based assistance, though this reduction was relatively small. Our study also suggests that an assistive strategy based on minimal muscle activations might result in a suboptimal reduction of metabolic rates. Future work should experimentally validate the effects of assistive moments and refine modeling assumptions accordingly. Our computational workflow is freely available online.

弹簧与马达:以不同速度行走时对下肢的理想辅助。
近年来,辅助外骨骼取得了突破性进展;被动和主动装置都通过辅助肌肉运动,在接近理想步行速度时降低了代谢成本。因此,在多种速度下降低代谢成本也是可以实现的。肌肉骨骼模拟可以预测辅助力矩、肌肉肌腱力学和行走能量之间的相互作用。在这项研究中,我们根据规定的运动学和动力学原理,模拟了行走过程中肌肉的最小激活量,从而得出了设备的最佳辅助力矩。我们使用了一个具有经过调整的肌肉肌腱参数的通用肌肉骨骼模型,并根据肌肉动作计算了新陈代谢率。然后,我们模拟了多种速度和两种理想驱动模式(基于电机和基于弹簧)的行走,以辅助踝关节跖屈、膝关节伸展、髋关节屈曲和髋关节内收,并比较了计算出的代谢率。我们发现,这两种驱动模式都大大降低了生理关节力矩,但并不都能降低新陈代谢率。与无辅助条件相比,基于电机的踝关节跖屈和髋关节屈曲辅助降低了代谢率,而且随着步行速度的增加,这种效果更加明显。基于弹簧的髋关节屈伸和外展辅助在某些步行速度下会提高代谢率,尽管某些肌肉的激活程度会适度降低。两种伸膝辅助模式都在很小程度上降低了新陈代谢率,尽管在站立过程中,促动实际上贡献了整个伸膝净力矩。基于电机的髋关节外展辅助比基于弹簧的辅助更能降低代谢率,尽管降低的幅度相对较小。我们的研究还表明,基于最小肌肉激活的辅助策略可能会导致代谢率的次优降低。未来的工作应通过实验验证辅助力矩的效果,并相应地完善建模假设。我们的计算工作流程可在网上免费获取。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
PLoS Computational Biology
PLoS Computational Biology BIOCHEMICAL RESEARCH METHODS-MATHEMATICAL & COMPUTATIONAL BIOLOGY
CiteScore
7.10
自引率
4.70%
发文量
820
审稿时长
2.5 months
期刊介绍: PLOS Computational Biology features works of exceptional significance that further our understanding of living systems at all scales—from molecules and cells, to patient populations and ecosystems—through the application of computational methods. Readers include life and computational scientists, who can take the important findings presented here to the next level of discovery. Research articles must be declared as belonging to a relevant section. More information about the sections can be found in the submission guidelines. Research articles should model aspects of biological systems, demonstrate both methodological and scientific novelty, and provide profound new biological insights. Generally, reliability and significance of biological discovery through computation should be validated and enriched by experimental studies. Inclusion of experimental validation is not required for publication, but should be referenced where possible. Inclusion of experimental validation of a modest biological discovery through computation does not render a manuscript suitable for PLOS Computational Biology. Research articles specifically designated as Methods papers should describe outstanding methods of exceptional importance that have been shown, or have the promise to provide new biological insights. The method must already be widely adopted, or have the promise of wide adoption by a broad community of users. Enhancements to existing published methods will only be considered if those enhancements bring exceptional new capabilities.
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