Model-Based Comparison of Passive and Active Assistance Designs in an Occupational Upper Limb Exoskeleton for Overhead Lifting

Xianlian Zhou, Liying Zheng
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引用次数: 8

Abstract

OCCUPATIONAL APPLICATIONS In recent years, various upper limb exoskeletons have been developed aiming to support industrial workers for a range of tasks and reduce risks of work-related musculoskeletal disorders. Most commercially available upper limb exoskeletons are passive systems that use compliant elements such as springs or elastic components to store and release energy to assist the user’s motion. In contrast, many active exoskeletons, which are typically comprised of one or more powered actuators to provide joint assistance, are still in the research and development stages. Nevertheless, the functions and efficacy of various exoskeleton systems need to be further compared and assessed. This study presents a model-based approach to evaluate different designs of passive and active assistance and demonstrates the benefits of both assistance methods in an overhead lifting task. In addition, the modeling and simulation indicate the potential advantages of using the active assistance, based on electromyography. TECHNICAL ABSTRACT Background: In the literature, efficacy of passive upper limb exoskeletons has been demonstrated in reduced activity of involved muscles during overhead occupational tasks. However, there are fewer studies that have investigated the efficacy of active upper limb exoskeletons or compared them with their passive counterparts. Purpose: We aimed to use an approach simulating human-exoskeleton interactions to compare several passive and active assistance methods in an upper limb exoskeleton and to evaluate how different assistance types affect musculoskeletal loadings during overhead lifting. Methods: An upper-extremity musculoskeletal model was integrated with a five degree-of-freedom exoskeleton for virtual human-in-the-loop evaluation of exoskeleton design and control. Different assistance methods were evaluated, including spring-based activation zones and active control based on EMG, to examine their biomechanical effects on musculoskeletal loadings including interaction forces and moments, muscle activations, and joint moments and reaction forces. Results: Our modeling and simulation results suggest the effectiveness of the proposed passive and active assistance methods in reducing biomechanical loadings—the upper-limb exoskeletons could reduce maximum loading on the shoulder joint by up to 46% compared to the no-exoskeleton situation. Active assistance was found to outperform the passive assistance approach. Specifically, EMG-based active assistance could assist over the whole lifting range and had a larger capability to reduce deltoid muscle activation and shoulder joint reaction force. Conclusions: We used a modeling and simulation approach to virtually evaluate various exoskeleton assistance methods without testing multiple physical prototypes and to investigate the effects of these methods on musculoskeletal loadings that cannot be measured directly or noninvasively. Our findings offer new approaches for testing methods and improving exoskeleton designs with “smart” controls. More research is planned to further optimize the exoskeleton control strategies and validate the simulated results in a real-life implementation.
基于模型的高空作业上肢外骨骼被动和主动辅助设计比较
职业应用近年来,人们开发了各种上肢外骨骼,旨在支持工业工人完成一系列任务,并降低与工作相关的肌肉骨骼疾病的风险。大多数商业上可买到的上肢外骨骼是无源系统,其使用诸如弹簧或弹性部件的顺应性元件来存储和释放能量以辅助用户的运动。相比之下,许多主动外骨骼仍处于研发阶段,它们通常由一个或多个动力致动器组成,以提供关节辅助。然而,各种外骨骼系统的功能和功效需要进一步比较和评估。这项研究提出了一种基于模型的方法来评估被动和主动辅助的不同设计,并证明了这两种辅助方法在高空作业中的好处。此外,建模和仿真表明了使用基于肌电图的主动辅助的潜在优势。技术摘要背景:在文献中,被动上肢外骨骼的功效已被证明是在高空作业中减少相关肌肉的活动。然而,很少有研究调查主动上肢外骨骼的功效,或将其与被动外骨骼进行比较。目的:我们旨在使用一种模拟人类外骨骼相互作用的方法来比较上肢外骨骼中的几种被动和主动辅助方法,并评估不同的辅助类型如何影响头顶提升过程中的肌肉骨骼负荷。方法:将上肢肌肉骨骼模型与五自由度外骨骼集成,用于外骨骼设计和控制的虚拟人闭环评估。评估了不同的辅助方法,包括基于弹簧的激活区和基于EMG的主动控制,以检查其对肌肉骨骼负荷的生物力学影响,包括相互作用力和力矩、肌肉激活以及关节力矩和反作用力。结果:我们的建模和仿真结果表明,所提出的被动和主动辅助方法在降低生物力学负荷方面是有效的——与没有外骨骼的情况相比,上肢外骨骼可以将肩关节的最大负荷降低46%。主动援助的效果优于被动援助。具体而言,基于肌电图的主动辅助可以在整个提升范围内提供帮助,并具有更大的能力来减少三角肌激活和肩关节反作用力。结论:我们使用建模和仿真方法来虚拟评估各种外骨骼辅助方法,而无需测试多个物理原型,并研究这些方法对无法直接或非侵入性测量的肌肉骨骼负荷的影响。我们的发现为测试方法和使用“智能”控制改进外骨骼设计提供了新的方法。计划进行更多的研究,以进一步优化外骨骼控制策略,并在实际实施中验证模拟结果。
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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