Biomechanical assessment of a passive back exoskeleton using vision-based motion capture and virtual modeling

IF 11.5 1区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Automation in Construction Pub Date : 2025-04-01 Epub Date: 2025-02-10 DOI:10.1016/j.autcon.2025.106035
Yuan Zhou, JoonOh Seo, Yue Gong, Kelvin HoLam Heung, Masood Khan, Ting Lei
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Abstract

This paper proposes a video-driven biomechanical analysis method for measuring muscular loads influenced by wearing an exoskeleton suit, combining vision-based motion capture and virtual modeling approaches. Motion data obtained from site videos is integrated with a newly developed human-exoskeleton model in biomechanical software, to simulate muscular loads on the human body and evaluate exoskeleton suits. This method has been validated through experimental tests, where simulated and directly measured muscle activations were compared for four types of lifting tasks. The results indicate that this method successfully estimates neuromuscular activations of the low back muscles with and without wearing an exoskeleton suit, though the effect of the exoskeleton suit tends to be overestimated in simulations. Despite this limitation, the proposed method is expected to assist in efficiently evaluating exoskeleton use in practice, thereby facilitating the more widespread adoption of passive exoskeletons in construction.
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使用基于视觉的运动捕捉和虚拟建模的被动背部外骨骼生物力学评估
本文提出了一种视频驱动的生物力学分析方法,该方法结合了基于视觉的运动捕捉和虚拟建模方法,用于测量穿着外骨骼套装对肌肉负荷的影响。从现场视频中获得的运动数据与生物力学软件中新开发的人体外骨骼模型相结合,模拟人体肌肉负荷并评估外骨骼套装。这种方法已经通过实验测试得到了验证,在四种类型的举重任务中,模拟和直接测量的肌肉激活进行了比较。结果表明,该方法成功地估计了穿着外骨骼服和不穿着外骨骼服的下背部肌肉的神经肌肉激活,尽管外骨骼服的效果在模拟中往往被高估。尽管存在这种限制,但所提出的方法有望有助于有效地评估外骨骼在实践中的使用,从而促进被动外骨骼在建筑中的更广泛采用。
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来源期刊
Automation in Construction
Automation in Construction 工程技术-工程:土木
CiteScore
19.20
自引率
16.50%
发文量
563
审稿时长
8.5 months
期刊介绍: Automation in Construction is an international journal that focuses on publishing original research papers related to the use of Information Technologies in various aspects of the construction industry. The journal covers topics such as design, engineering, construction technologies, and the maintenance and management of constructed facilities. The scope of Automation in Construction is extensive and covers all stages of the construction life cycle. This includes initial planning and design, construction of the facility, operation and maintenance, as well as the eventual dismantling and recycling of buildings and engineering structures.
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