Using virtual manufacturing to design human-centric factories: an industrial case

被引:0
|
作者
Margherita Peruzzini
Fabio Grandi
Sara Cavallaro
Marcello Pellicciari
机构
[1] University of Modena and Reggio Emilia,Department of Engineering “Enzo Ferrari”
[2] University of Modena and Reggio Emilia,Department of Sciences and Methods for Engineering
关键词
Industrial ergonomics; Virtual reality; Virtual manufacturing; Human-centered design;
D O I
暂无
中图分类号
学科分类号
摘要
Virtual reality (VR) offers a promising set of technologies to digitally simulate industrial processes and interaction between humans and machines. However, the use of immersive VR simulations is still limited in industry due to the uncertainty of benefits in respect with traditional digital tools, and the lack of structured methodologies to effectively implement immersive virtual simulations in practice. This paper deals with the application of VR to create virtual manufacturing simulations with the aim to design assembly lines in compliance with factory ergonomics. It proposes a methodology to allow the virtualization and simulation of assembly tasks using a combination of VR tools by replicating, or rather anticipating, what would happen at the shop floor. The adopted tools are Unity 3D for virtual environment generation, HTC VIVE to immerse the user in the virtual factory layout, Xsens as tracking system, and Leap Motion for gesture recognition. The paper also compares the new VR-based procedure with a more traditional desktop-based digital simulation on industrial cases. Results show that the new methodology is more precise to detect the operator’s comfort angles and more powerful to predict process criticalities and optimize factory layout design. At the same time, it is less sensitive to errors during ergonomic assessment related to the expert’s subjectivity during the analysis.
引用
收藏
页码:873 / 887
页数:14
相关论文
共 50 条
  • [31] The impact of human-centric design on the adoption of information systems: A case study of the spreadsheet
    Scaffidi, Christopher
    2016 11TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI), 2016,
  • [32] Human performance model support for a human-centric design process
    Campbell, GE
    Cannon-Bowers, JA
    INTEGRATED COMMAND ENVIRONMENTS, 2000, 4126 : 121 - 126
  • [33] Context-Aware Decision Information Packages: An Approach to Human-Centric Smart Factories
    Hoos, Eva
    Hirmer, Pascal
    Mitschang, Bernhard
    ADVANCES IN DATABASES AND INFORMATION SYSTEMS, ADBIS 2017, 2017, 10509 : 42 - 56
  • [34] Radiating Centers: Augmented Reality and Human-Centric Design
    Pedersen, Isabel
    2009 IEEE INTERNATIONAL SYMPOSIUM ON MIXED AND AUGMENTED REALITY - ARTS, MEDIA, AND HUMANITIES, 2009, : 11 - 16
  • [35] Human-centric design of percipient knowledge distribution service
    Geczy, Peter
    Izumi, Noriaki
    Akaho, Shotaro
    Hasida, Koiti
    EMERGING TECHNOLOGIES AND INFORMATION SYSTEMS FOR THE KNOWLEDGE SOCIETY, PROCEEDINGS, 2008, 5288 : 31 - +
  • [36] A human-centric tool for component design and reuse in the UML
    Roubtsova, EE
    Roubtsov, SA
    200S IEEE SYMPOSIUM ON HUMAN CENTRIC COMPUTING LANGUAGES AND ENVIRONMENTS, 2003, : 177 - 179
  • [37] Human-centric Mechanism Design for Ubiquitous Systems and Applications
    Koo, Simon G. M.
    INTERNATIONAL MULTICONFERENCE OF ENGINEERS AND COMPUTER SCIENTISTS (IMECS 2010), VOLS I-III, 2010, : 389 - 392
  • [38] Multimodal Human-Robot Interaction for Human-Centric Smart Manufacturing: A Survey
    Wang, Tian
    Zheng, Pai
    Li, Shufei
    Wang, Lihui
    ADVANCED INTELLIGENT SYSTEMS, 2024, 6 (03)
  • [39] Learning and forgetting interactions within a collaborative human-centric manufacturing network
    Asghari, M.
    Afshari, H.
    Jaber, M. Y.
    Searcy, C.
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2024, 313 (03) : 977 - 991
  • [40] A New Research Agenda for Human-Centric Manufacturing: A Systematic Literature Review
    Castagnoli, R.
    Cugno, M.
    Maroncelli, S.
    Cugno, A.
    IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT, 2024, 71 : 15236 - 15253