协作机器人接受度与压力之间关系的试点研究

IF 3.8 2区 计算机科学 Q2 ROBOTICS
Erika Lutin, Shirley A. Elprama, Jan Cornelis, Patricia Leconte, Bart Van Doninck, Maarten Witters, Walter De Raedt, An Jacobs
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引用次数: 0

摘要

目前,协作机器人(cobots)的编程大多是重复执行一项任务。它们可以以不同的速度编程,并在人类操作员附近工作。我们的研究目标是调查机器人速度对个人接受程度、主观和客观压力以及认知工作量的影响。因此,我们组织了一次重复测量实验,让参与者(25 人)分别以低速和高速使用 ABB 的 YuMi cobot 进行装配任务。我们收集了参与者的主观和生理反应,并对他们进行了标准化压力测试。我们的研究结果表明,当使用 cobot 以较高的速度工作时,人们认为自己可以工作得更快、更有成效,但同时也会经历较高的工作量和较高的感知压力。我们还发现,强直性 EDA 是监测人类感知压力的重要生理预测指标。我们观察到,与低速模式相比,在高速模式下,从基线到任务执行期间,强直性 EDA 的相对增幅更大。此外,强直性 EDA 的增加与参与者感知到的压力水平显著相关。然而,任何生理指标都无法预测工作量。未来的研究应探索更高的机器人工作速度的影响,以及将生理测量(如压力)作为指导个人与机器人协作的输入。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Pilot Study on the Relationship Between Acceptance of Collaborative Robots and Stress

Pilot Study on the Relationship Between Acceptance of Collaborative Robots and Stress

Currently, collaborative robots (cobots) are mostly programmed to do one task repetitively. They can be programmed at different speeds and work near human operators. The goal of our research was to investigate the effect of robot speed on acceptance, subjective and objective stress, and cognitive workload of individuals. Therefore, we organized a repeated measures experiment in which participants (N = 25) conducted an assembly task with the YuMi cobot from ABB at a low and at a high speed. Subjective and physiological responses were collected, and participants were subjected to a standardized stress test. Our results indicate that when working with a cobot at a high speed, people believe they can work faster and be more productive but also experience a higher workload and higher perceived stress. We also found that tonic EDA is a significant physiological predictor for monitoring perceived stress in humans. We observed a greater relative increase in tonic EDA from baseline to task execution during high-speed mode compared to low-speed mode. Additionally, this increase in tonic EDA significantly correlated with participants’ perceived stress levels. However, workload could not be predicted by any of the physiological measures. Future research should explore the effect of higher cobot working speeds and the use of physiological measures (such as stress) as input to guide the collaboration between individuals and cobots.

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来源期刊
CiteScore
9.80
自引率
8.50%
发文量
95
期刊介绍: Social Robotics is the study of robots that are able to interact and communicate among themselves, with humans, and with the environment, within the social and cultural structure attached to its role. The journal covers a broad spectrum of topics related to the latest technologies, new research results and developments in the area of social robotics on all levels, from developments in core enabling technologies to system integration, aesthetic design, applications and social implications. It provides a platform for like-minded researchers to present their findings and latest developments in social robotics, covering relevant advances in engineering, computing, arts and social sciences. The journal publishes original, peer reviewed articles and contributions on innovative ideas and concepts, new discoveries and improvements, as well as novel applications, by leading researchers and developers regarding the latest fundamental advances in the core technologies that form the backbone of social robotics, distinguished developmental projects in the area, as well as seminal works in aesthetic design, ethics and philosophy, studies on social impact and influence, pertaining to social robotics.
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