Exploration of two safety strategies in human-robot collaborative manufacturing using Virtual Reality

被引:11
|
作者
Vosniakos, George-Christopher [1 ]
Ouillon, Lucas [2 ]
Matsas, Elias [1 ]
机构
[1] Natl Tech Univ Athens, Sch Mech Engn, Heroon Politehniou 9, Athens 15780, Greece
[2] ENISE, 58 Rue Jean Parot, F-42023 St Etienne, France
关键词
human-robot collaboration; virtual reality; safety; fabric laying; ENVIRONMENT;
D O I
10.1016/j.promfg.2020.01.066
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
"beWare of the Robot" is a custom-designed Virtual Reality application and implemented as a platform for simulating in realtime Human-Robot collaboration in manufacturing tasks. This work reports on its use for investigating two alternative safe collaboration strategies, namely 'Reduce Speed' and 'Move Back', in the task of handling fabric when building aerospace composite material parts. Both methods are triggered when the distance of the human to the robot falls below a certain threshold. Experimentation was conducted in live tests, taking into account pressure and force thresholds regarding painful transient contact of the robot with the human following ISO/TS 15066:2016. Indices such as mean robot speed, time of collaboration, number and severity of collisions, were recorded in order to assess and 'tweak' these methods. Tweaking involved speed reduction factor in 'Reduce Speed' and waiting time after completion of stationary tasks in both strategies. Visual cues in terms of graded coloured robot motion volume to indicate varying interference of the human proved ineffective. Beyond statistical assessment of safe collaboration strategies, qualitative assessment was provided by the experiment participants according to acquired experience. (C) 2019 The Authors. Published by Elsevier B.V.
引用
收藏
页码:524 / 531
页数:8
相关论文
共 50 条
  • [21] Zoning strategies for human-robot collaborative picking
    Azadeh, Kaveh
    Roy, Debjit
    de Koster, Rene
    Khalilabadi, Seyyed Mahdi Ghorashi
    DECISION SCIENCES, 2025, 56 (01) : 50 - 70
  • [22] Augmented Reality as a Medium for Human-Robot Collaborative Tasks
    Chacko, Sonia Mary
    Kapila, Vikram
    2019 28TH IEEE INTERNATIONAL CONFERENCE ON ROBOT AND HUMAN INTERACTIVE COMMUNICATION (RO-MAN), 2019,
  • [23] Collaborative Human-Robot Exploration via Implicit Coordination
    Daoud, Yves Georgy
    Goel, Kshitij
    Michael, Nathan
    Tabib, Wennie
    2022 IEEE INTERNATIONAL SYMPOSIUM ON SAFETY, SECURITY, AND RESCUE ROBOTICS (SSRR), 2022, : 80 - 86
  • [24] A FRAMEWORK FOR HUMAN-ROBOT INTERACTION IN COLLABORATIVE MANUFACTURING ENVIRONMENTS
    Zhao, Ran
    Sidobre, Daniel
    INTERNATIONAL JOURNAL OF ROBOTICS & AUTOMATION, 2019, 34 (06): : 668 - 677
  • [25] Cybersecurity Metrics for Human-Robot Collaborative Automotive Manufacturing
    Rahman, S. M. Mizanoor
    2021 IEEE INTERNATIONAL WORKSHOP ON METROLOGY FOR AUTOMOTIVE (METROAUTOMOTIVE), 2021, : 254 - 259
  • [26] Virtual, Augmented, and Mixed Reality for Human-Robot Interaction
    Williams, Tom
    Szafir, Daniel
    Chakraborti, Tathagata
    Amor, Heni Ben
    COMPANION OF THE 2018 ACM/IEEE INTERNATIONAL CONFERENCE ON HUMAN-ROBOT INTERACTION (HRI'18), 2018, : 403 - 404
  • [27] The Effectiveness of Virtual Reality for Training Human-Robot Teams
    Jones, Colin
    O'Donnell, Charles
    Semmens, Rob
    Novitzky, Michael
    SOUTHEASTCON 2022, 2022, : 698 - 705
  • [28] Virtual reality in human-robot interaction: Challenges and benefits
    Lei, Yu
    Su, Zhi
    Cheng, Chao
    ELECTRONIC RESEARCH ARCHIVE, 2023, 31 (05): : 2374 - 2408
  • [29] Assessing Instructions in Augmented Reality for Human-Robot Collaborative Assembly by Using Demonstrators
    Danielsson, Oscar
    Syberfeldt, Anna
    Brewster, Rodney
    Wang, Lihui
    MANUFACTURING SYSTEMS 4.0, 2017, 63 : 89 - 94
  • [30] Safety Protocol for Collaborative Human-Robot Recycling Tasks
    Medina, Angie C.
    Mora, Juan F.
    Martinez, Carol
    Barrero, Nicolas
    Hernandez, Wilson
    IFAC PAPERSONLINE, 2019, 52 (13): : 2008 - 2013