Human Fatigue Aware Cyber-Physical Production System

Y. A. Paredes-Astudillo, Diego Moreno, Ana-Maria Vargas, Maria-Alejandra Angel, Sergio Perez, J. Jimenez, Luis A. Saavedra-Robinson, D. Trentesaux
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引用次数: 3

Abstract

Production systems contain advanced automated processes, and humans are involved in activities, such as monitoring, managing and/or operating, to ensure the right functioning of these systems. The challenge for industries is to develop human-centred scheduling systems that orchestrate the interaction between human and machines devices considering both operations productivity and human well-being. In this paper, a cyber-physical production system integrating a smart station is proposed to dynamically change the schedule of tasks to human operators, regarding the cognitive fatigue level during execution. The smart station consists in a human operator connected to a galvanometer that tracks electric currents on his skin coupled to a virtual holon that seeks the human well-being minimising his cognitive fatigue estimated from the tracking of the current. This Holon is also in charge of the modification of the scheduling through the adaption of the workload. A real experiment has been conducted to validate the contribution of the proposed approach and the results demonstrate significant mitigation of human wellbeing degradation in term of cognitive fatigue.
人体疲劳感知信息-物理生产系统
生产系统包含先进的自动化过程,人类参与诸如监控、管理和/或操作等活动,以确保这些系统的正常运行。工业面临的挑战是开发以人为中心的调度系统,协调人与机器设备之间的交互,同时考虑到操作生产力和人类福祉。本文提出了一种集成智能工位的信息物理生产系统,考虑到操作人员在执行过程中的认知疲劳程度,动态地改变任务调度。该智能工作站由一名操作员组成,该操作员连接到一个振镜,该振镜跟踪皮肤上的电流,再加上一个虚拟全息,该全息寻求人类的健康,最大限度地减少通过跟踪电流估计的认知疲劳。这个Holon也负责通过工作量的适应来修改排程。已经进行了一个真实的实验来验证所提出的方法的贡献,结果表明,在认知疲劳方面,人类健康退化的显著缓解。
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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