Operational and Biomechanical Evaluation of a Wrist Exoskeleton Prototype for Assisting Meat-Cutting Tasks

IF 4.4 3区 计算机科学 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Aurélie Tomezzoli;Mathieu Gréau;Charles Pontonnier
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Abstract

Although a growing number of exoskeletons have been developed for occupational applications, wrist exoskeletons remain relatively rare. However, in the meat processing industry, elbow and hand-wrist musculoskeletal disorders are particularly common. The aim of this article was to assess the potential effectiveness and risks of a 670 g wrist exoskeleton prototype designed to assist operators during meat-cutting tasks. Six professional butchers performed three standardized tasks reproducing meat-cutting gestures in foam, in three randomized experimental conditions: 1) without exoskeleton, 2) wearing the exoskeleton passive, with brakes off, and 3) using it with brakes activated, locked in a static position. Cutting forces were recorded using an instrumented table, joint angles using an optoelectronic motion capture system, muscle activity using surface electromyographic (EMG), and user experience was assessed using questionnaires. The cutting inaccuracy was defined as the area between the prescribed task and the actual cut on the foam surface. Joint torques were estimated by inverse dynamics with and without taking the exoskeleton’s mass into account, to isolate its effect. Linear mixed-effects statistical models were fitted. With the exoskeleton active during tasks, EMG activity was decreased of up to 18.7% (p < 0.01 to p < 0.001) in the wrist flexors and increased of up to 61.7% (not significant to p < 0.05) in the upper trapezius. Shoulder elevation joint torques were increased of up to 39.7% (p < 0.001), mainly due to the exoskeleton mass. The proposed multicriteria exoskeleton evaluation has provided guidance for following prototyping stages. Too heavy wrist exoskeletons could increase the risk of shoulder tendinitis for such tasks.
腕部外骨骼原型协助切肉任务的操作和生物力学评估
尽管越来越多的外骨骼已经被开发用于职业应用,手腕外骨骼仍然相对罕见。然而,在肉类加工业中,肘部和手腕部肌肉骨骼疾病尤为常见。本文的目的是评估670克腕部外骨骼原型的潜在有效性和风险,该原型旨在帮助操作员完成切肉任务。六名专业屠夫在三种随机实验条件下执行了三种标准化任务,在泡沫中再现切肉的手势:1)不带外骨骼,2)被动佩戴外骨骼,关闭刹车,3)在激活刹车的情况下使用它,锁定在静态位置。切削力用仪器记录仪记录,关节角度用光电运动捕捉系统记录,肌肉活动用表面肌电图(EMG)记录,用户体验用问卷评估。切割不精度定义为泡沫表面上规定任务与实际切割之间的区域。关节扭矩是通过逆动力学来估计的,有和没有考虑外骨骼的质量,以隔离其影响。拟合了线性混合效应统计模型。当外骨骼活动时,腕屈肌肌电活动减少高达18.7% (p < 0.01至p < 0.001),上斜方肌肌电活动增加高达61.7% (p < 0.05)。肩抬高关节扭矩增加了39.7% (p < 0.001),主要是由于外骨骼的质量。拟议的多标准外骨骼评估为后续原型阶段提供了指导。太重的腕部外骨骼会增加肩腱炎的风险。
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
IEEE Transactions on Human-Machine Systems
IEEE Transactions on Human-Machine Systems COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE-COMPUTER SCIENCE, CYBERNETICS
CiteScore
7.10
自引率
11.10%
发文量
136
期刊介绍: The scope of the IEEE Transactions on Human-Machine Systems includes the fields of human machine systems. It covers human systems and human organizational interactions including cognitive ergonomics, system test and evaluation, and human information processing concerns in systems and organizations.
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