Teaching Human-Centered Design of Collaborative Robot Cells in a Learning Factory: A Study on Workload, Trust and Usability

被引:0
|
作者
Ferreira, Elizabeth [1 ]
Louw, Louis [1 ]
机构
[1] Stellenbosch Univ, Dept Ind Engn, Banghoek Rd, ZA-7600 Stellenbosch, South Africa
关键词
Human-Robot Collaboration; Human-Robot Interaction; Human-Centered Design; Learning Factory;
D O I
10.1007/978-3-031-65411-4_28
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
As the integration of collaborative robots (cobots) into manufacturing environments continues to grow, it becomes imperative to prioritize the seamless interaction between humans and robots. This paper presents the results of an exercise conducted in a learning factory, focusing on the human-centered design of collaborative robot cells. The aim is to expose learners to human-centered design by evaluating the impact of different robot design configurations on critical human factors: workload, trust, and usability. To assess the effects of robot cell design on workload, trust, and usability, objective performance metrics were combined with subjective user feedback. Learners engaged in an assembly task within a learning factory environment, interacting with aUR3 collaborative robot in various configurations. The NASA Task Load Index (NASA-TLX) was used to measure perceived workload, and trust and usability were evaluated through structured questionnaires found in literature. Learners discover that subtle changes in robot cell design, such as arm movement and speed, significantly influence workload, trust, and usability perceptions among human operators. Learners therefore gained valuable insights into the importance of aligning technology with human needs and preferences, thereby solidifying their grasp of human-centered design principles.
引用
收藏
页码:233 / 240
页数:8
相关论文
共 50 条
  • [1] Design concept towards a human-centered learning factory
    Mattsson, Sandra
    Salunke, Omkar
    Fast-Berglund, Asa
    Li, Dan
    Skoogh, Anders
    PROCEEDINGS OF THE 8TH SWEDISH PRODUCTION SYMPOSIUM (SPS 2018), 2018, 25 : 526 - 534
  • [2] Human-Centered Design and Trust in Medicine
    Wheelock, Alyse
    Bechtel, Christine
    Leff, Bruce
    JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2020, 324 (23): : 2369 - 2370
  • [3] Human-Centered Collaborative Robots With Deep Reinforcement Learning
    Ghadirzadeh, Ali
    Chen, Xi
    Yin, Wenjie
    Yi, Zhengrong
    Bjorkman, Marten
    Kragic, Danica
    IEEE ROBOTICS AND AUTOMATION LETTERS, 2021, 6 (02) : 566 - 571
  • [4] Human-Centered Approach for the Design of a Collaborative Robotics Workstation
    Colim, Ana
    Carneiro, Paula
    Costa, Nelson
    Faria, Carlos
    Rocha, Luis
    Sousa, Nuno
    Silva, Marcio
    Braga, Ana Cristina
    Bicho, Estela
    Monteiro, Sergio
    Arezes, Pedro M.
    OCCUPATIONAL AND ENVIRONMENTAL SAFETY AND HEALTH II, 2020, 277 : 379 - 387
  • [5] Digital Intervention for Collaborative and Human-Centered Activities in Design-Based Learning Scenarios
    La Scala, Jeremy
    Voneche-Cardia, Isabelle
    Gillet, Denis
    2023 IEEE INTERNATIONAL CONFERENCE ON TEACHING, ASSESSMENT AND LEARNING FOR ENGINEERING, TALE, 2023, : 371 - 378
  • [6] Human-centered, collaborative, field-driven design-a case study
    Gernez, E.
    Nordby, K.
    Seim, O.
    Brett, P. O.
    Hauge, R.
    MARINE DESIGN XIII, VOLS 1 & 2, 2018, : 291 - 305
  • [7] Human-Centered Design for Productivity and Safety in Collaborative Robots Cells: A New Methodological Approach
    Boschetti, Giovanni
    Faccio, Maurizio
    Granata, Irene
    ELECTRONICS, 2023, 12 (01)
  • [8] Cumulative Impact of Testing Factors in Usability Tests for Human-Centered Web Design
    Yakunin, Alexander, V
    Bodrunova, Svetlana S.
    FUTURE INTERNET, 2022, 14 (12)
  • [9] A Study on the Usability Evaluation of Teaching Pendant for Manipulator of Collaborative Robot
    Dong, Jeyoun
    Kwon, Wookyong
    Kang, Dongyeop
    Nam, Seung Woo
    HCI INTERNATIONAL 2021 - LATE BREAKING POSTERS, HCII 2021, PT I, 2021, 1498 : 234 - 238
  • [10] Human-Centered Design for Collaborative Innovation in Knowledge-based Economies
    Pereira da Silva, Tiago Filipe
    Coelho Marques, Joao Paulo
    TECHNOLOGY INNOVATION MANAGEMENT REVIEW, 2020, 10 (09): : 5 - 15