站立工作时人机协作水平对姿势稳定性的影响:实验研究。

IF 2.6 Q2 HEALTH CARE SCIENCES & SERVICES
JMIR Human Factors Pub Date : 2025-02-27 DOI:10.2196/64892
Daniele Bibbo, Giovanni Corvini, Maurizio Schmid, Simone Ranaldi, Silvia Conforto
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引用次数: 0

摘要

背景:工业环境中协作机器人(cobots)的集成有可能通过改善姿势控制和降低生物力学风险来提高工人的安全性和效率。了解不同水平的人机协作对这些因素的具体影响对于优化协作机器人的使用至关重要。目的:研究不同水平的人机协作对模拟工作任务中姿势稳定性和控制的生物力学影响。方法:共有14名参与者在4种不同的协作模式下进行模拟收银工作活动,并增加了机器人辅助水平:全机器人(Fu)、半机器人触摸(HRT)、半机器人触摸(HRb)和全机器人触摸(FRb)。从2个测力板的数据中提取压力轨迹中心,计算4个姿态参数——平均距离(MDIST)、平均速度(MVELO)、95%置信椭圆面积(area - ce)和摇摆面积(area - sw),分析这些参数,以评估协作机器人干预对姿态控制的影响。结果:非参数检验显示协作方式对4个分析参数的影响具有显著性。事后测试显示,FRb模式最大程度地增强了姿势稳定性,降低了MDIST (Fu组4.2,SD 1.3 cm vs 1.6, FRb组SD 0.5 cm)和MVELO (Fu组16.3,SD 5.2 cm/s vs FRb组7.9,SD 1.1 cm/s)。随着协作辅助水平的提高,AREA-CE和AREA-SW也显著降低(Fu组的AREA-CE为134,SD 91 cm²,而FRb组的AREA-CE为22,SD 12 cm²;面积- sw: 16.2, Fu为8.4 cm²/s, FRb为4.0,SD为1.6 cm²/s)。协作机器人的完全辅助显著降低了所有压力中心参数的个体间变异性。在FRb模态中,与所有其他条件相比,在加载或卸载阶段去除物体的重量会导致所有参数值的显著降低。结论:在模拟任务中,增加协作机器人的帮助可以显著提高姿势稳定性,减少工人的生物力学负荷。尤其是协作机器人的全面协助,最大限度地减少了姿势位移,这表明个体的姿势控制得到了更一致的改善。然而,高水平的协作机器人干预也减少了人们平衡自我的自然变化。从长远来看,这可能会导致不适。因此,中等水平的协作机器人辅助模式可以被认为是一种很好的妥协,在减少与姿势稳定性相关的生物力学风险的同时,给予用户满意的控制水平。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Impact of Human-Robot Collaboration Levels on Postural Stability During Working Tasks Performed While Standing: Experimental Study.

Background: The integration of collaborative robots (cobots) in industrial settings has the potential to enhance worker safety and efficiency by improving postural control and reducing biomechanical risk. Understanding the specific impacts of varying levels of human-robot collaboration on these factors is crucial for optimizing cobot use.

Objective: This study aims to investigate the biomechanical effects of different levels of human-robot collaboration on postural stability and control during simulated working tasks.

Methods: A total of 14 participants performed simulated cashier working activities under 4 different collaboration modalities, with increasing levels of cobot assistance: full (Fu), half robot touch (HRT), half robot (HRb), and full robot (FRb). Center of pressure trajectories were extracted from 2 force plates' data to calculate 4 posturography parameters-mean distance (MDIST), mean velocity (MVELO), 95% confidence ellipse area (AREA-CE), and sway area (AREA-SW)-which were analyzed to assess the impact of cobot intervention on postural control.

Results: Nonparametric tests showed significance in the effect of the collaboration modalities on the 4 analyzed parameters. Post hoc tests revealed that FRb modality led to the greatest enhancement in postural stability, with a reduction in MDIST (4.2, SD 1.3 cm in Fu vs 1.6, SD 0.5 cm in FRb) and MVELO (16.3, SD 5.2 cm/s in Fu vs 7.9, SD 1.1 cm/s in FRb). AREA-CE and AREA-SW also decreased significantly with higher levels of cobot assistance (AREA-CE: 134, SD 91 cm² in Fu vs 22, SD 12 cm² in FRb; AREA-SW: 16.2, SD 8.4 cm²/s in Fu vs 4.0, SD 1.6 cm²/s in FRb). Complete assistance of the cobot significantly reduced interindividual variability of all center of pressure parameters. In FRb modality, as compared with all other conditions, removing the weight of the object during loading or unloading phases caused a significant decrease in all parameter values.

Conclusions: Increased cobot assistance significantly enhances postural stability and reduces biomechanical load on workers during simulated tasks. Full assistance from cobots, in particular, minimizes postural displacements, indicating more consistent postural control improvements across individuals. However, high levels of cobot intervention also reduced the natural variation in how people balanced themselves. This could potentially lead to discomfort in the long run. Midlevel cobot assistance modalities can thus be considered as a good compromise in reducing biomechanical risks associated with postural stability at the same time granting a satisfactory level of user control.

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来源期刊
JMIR Human Factors
JMIR Human Factors Medicine-Health Informatics
CiteScore
3.40
自引率
3.70%
发文量
123
审稿时长
12 weeks
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