Analyzing psychophysical state and cognitive performance in human-robot collaboration for repetitive assembly processes

被引:0
|
作者
Riccardo Gervasi
Matteo Capponi
Luca Mastrogiacomo
Fiorenzo Franceschini
机构
[1] Politecnico di Torino,DIGEP (Department of Management and Production Engineering)
来源
Production Engineering | 2024年 / 18卷
关键词
Human-robot collaboration; Industry 5.0; Physiological data; Repetitive assembly; Cognitive ergonomics; Process failures;
D O I
暂无
中图分类号
学科分类号
摘要
One of the main paradigms of Industry 5.0 is represented by human-robot collaboration (HRC), which aims to support humans in production processes. However, working entire shifts in close contact with a robotic system may introduce new hazards from a cognitive ergonomics perspective. This paper presents a methodological approach to monitor the evolution of the operator’s psychophysical state noninvasively in shifts of a repetitive assembly process, focusing on stress, mental workload, and fatigue. Through the use of non-invasive biosensors, it is possible to obtain objective information, even in real time, on the operator’s cognitive load and stress in a naturalistic manner (i.e., without interrupting or hindering the process). In the HRC setting, recognition of the operator’s psychophysical state is the first step in supporting his or her well-being and can provide clues to improve collaboration. The proposed method was applied to a case study aimed at comparing shifts performed both manually and with a cobot of a repetitive assembly process. The results showed significant differences in terms of process performance evolution and psychophysical state of the operator. In particular, the presence of the cobot resulted in fewer process failures, stress and cognitive load especially in the first phase of the work shift. The case study analyzed also showed the adequacy of noninvasively collected physiological data in providing important information on the evolution of the operator’s stress, cognitive load, and fatigue.
引用
收藏
页码:19 / 33
页数:14
相关论文
共 50 条
  • [1] Analyzing psychophysical state and cognitive performance in human-robot collaboration for repetitive assembly processes
    Gervasi, Riccardo
    Capponi, Matteo
    Mastrogiacomo, Luca
    Franceschini, Fiorenzo
    PRODUCTION ENGINEERING-RESEARCH AND DEVELOPMENT, 2024, 18 (01): : 19 - 33
  • [2] Eye-tracking support for analyzing human factors in human-robot collaboration during repetitive long-duration assembly processes
    Gervasi, Riccardo
    Capponi, Matteo
    Mastrogiacomo, Luca
    Franceschini, Fiorenzo
    PRODUCTION ENGINEERING-RESEARCH AND DEVELOPMENT, 2025, 19 (01): : 47 - 64
  • [3] Manual assembly and Human-Robot Collaboration in repetitive assembly processes: a structured comparison based on human-centered performances
    Gervasi, Riccardo
    Capponi, Matteo
    Mastrogiacomo, Luca
    Franceschini, Fiorenzo
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2023, 126 (3-4): : 1213 - 1231
  • [4] On a human-robot collaboration in an assembly cell
    Tsarouchi, Panagiota
    Matthaiakis, Alexandros-Stereos
    Makris, Sotiris
    Chryssolouris, George
    INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 2017, 30 (06) : 580 - 589
  • [5] Cognitive Interaction Analysis in Human-Robot Collaboration Using an Assembly Task
    Chacon, Alejandro
    Ponsa, Pere
    Angulo, Cecilio
    ELECTRONICS, 2021, 10 (11)
  • [6] An Effective Model for Human Cognitive Performance within a Human-Robot Collaboration Framework
    Rabby, Md Khurram Monir
    Khan, Mubbashar
    Karimoddini, Ali
    Jiang, Steven Xiaochun
    2019 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC), 2019, : 3872 - 3877
  • [7] Assembly System 4.0: Human-Robot Collaboration in Assembly Operations
    Suer, Gursel A.
    Almasarwah, Najat
    Pagan, Jesus
    You, Yuqiu
    ADVANCES IN PRODUCTION MANAGEMENT SYSTEMS: ARTIFICIAL INTELLIGENCE FOR SUSTAINABLE AND RESILIENT PRODUCTION SYSTEMS (APMS 2021), PT III, 2021, 632 : 551 - 560
  • [8] Review of task allocation for human-robot collaboration in assembly
    Petzoldt, Christoph
    Harms, Matthias
    Freitag, Michael
    INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 2023, 36 (11) : 1675 - 1715
  • [9] Human-Robot Complementary Collaboration for Flexible and Precision Assembly
    Cao, Shichen
    Xiao, Jing
    2024 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA 2024), 2024, : 12971 - 12977
  • [10] Foundation models assist in human-robot collaboration assembly
    Ji, Yuchen
    Zhang, Zequn
    Tang, Dunbing
    Zheng, Yi
    Liu, Changchun
    Zhao, Zhen
    Li, Xinghui
    SCIENTIFIC REPORTS, 2024, 14 (01):