Dynamic Mixed Reality Assembly Guidance Using Optical Recognition Methods

被引:3
|
作者
Maffei, Antonio [1 ]
Mura, Michela Dalle [2 ]
Monetti, Fabio Marco [1 ]
Boffa, Eleonora [1 ]
机构
[1] Royal Inst Technol, Dept Prod Engn, S-11428 Stockholm, Sweden
[2] Univ Pisa, Dept Civil & Ind Engn, I-56122 Pisa, Largo Lazzarino, Italy
来源
APPLIED SCIENCES-BASEL | 2023年 / 13卷 / 03期
关键词
assembly; assembly instructions; assembly guidance; augmented reality; mixed reality; unity; Vuforia; AUGMENTED REALITY;
D O I
10.3390/app13031760
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Augmented (AR) and Mixed Reality (MR) technologies are enablers of the Industry 4.0 paradigm and are spreading at high speed in production. Main applications include design, training, and assembly guidance. The latter is a pressing concern, because assembly is the process that accounts for the biggest portion of total cost within production. Teaching and guiding operators to assemble with minimal effort and error rates is pivotal. This work presents the development of a comprehensive MR application for guiding novice operators in following simple assembly instructions. The app follows innovative programming logic and component tracking in a dynamic environment, providing an immersive experience that includes different guidance aids. The application was tested by experienced and novice users, data were drawn from the performed experiments, and a questionnaire was submitted to collect the users' perception. Results indicate that the MR application was easy to follow and even gave confidence to inexperienced subjects. The guidance support was perceived as useful by the users, though at times invasive in the field of view. Further development effort is required to draw from this work a complete and usable architecture for MR application in assembly, but this research forms the basis to achieve better, more consistent instructions for assembly guidance based on component tracking.
引用
收藏
页数:25
相关论文
共 50 条
  • [1] Mixed Reality Guidance System for Motherboard Assembly Using Tangible Augmented Reality
    Reyes, Arvin Christopher C.
    Del Gallego, Neil Patrick A.
    Deja, Jordan Aiko P.
    [J]. ICVARS 2020: PROCEEDINGS OF 2020 4TH INTERNATIONAL CONFERENCE ON VIRTUAL AND AUGMENTED REALITY SIMULATIONS, 2020, : 1 - 6
  • [2] Movement Guidance using a Mixed Reality Mirror
    Zhou, Qiushi
    Irlitti, Andrew
    Yu, Difeng
    Goncalves, Jorge
    Velloso, Eduardo
    [J]. PROCEEDINGS OF THE 2022 ACM DESIGNING INTERACTIVE SYSTEMS CONFERENCE, DIS 2022, 2022, : 821 - 834
  • [3] AN AUTOMATIC INTERACTION METHOD USING PART RECOGNITION BASED ON DEEP NETWORK FOR AUGMENTED REALITY ASSEMBLY GUIDANCE
    Yin, Xuyue
    Fan, Xiumin
    Wang, Jiajie
    Liu, Rui
    Wang, Qiang
    [J]. PROCEEDINGS OF THE ASME INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE, 2018, VOL 1B, 2018,
  • [4] Progress Observation in Augmented Reality Assembly Tutorials Using Dynamic Hand Gesture Recognition
    Kaimel, Tania
    Stanescu, Ana
    Mohr, Peter
    Schmalstieg, Dieter
    Kalkofen, Denis
    [J]. 2024 IEEE CONFERENCE ON VIRTUAL REALITY AND 3D USER INTERFACES ABSTRACTS AND WORKSHOPS, VRW 2024, 2024, : 957 - 958
  • [5] Deep Learning Approach for Enhanced Object Recognition and Assembly Guidance with Augmented Reality
    Lee, Boon Giin
    Wang, Xiaoying
    Han, Renzhi
    Sun, Linjing
    Pike, Matthew
    Chung, Wan-Young
    [J]. INTELLIGENT HUMAN COMPUTER INTERACTION, IHCI 2023, PT II, 2024, 14532 : 105 - 114
  • [6] Augmented reality for assembly guidance using a virtual interactive tool
    Yuan, M. L.
    Ong, S. K.
    Nee, A. Y. C.
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2008, 46 (07) : 1745 - 1767
  • [7] Flying Augmented Reality Supporting planning and simulation analysis by combining mixed reality methods using multicopter and pattern recognition
    Koch, Volker
    Ritterbusch, Sebastian
    Kopmann, Andreas
    Mueller, Marius
    Habel, Thorsten
    von Both, Petra
    [J]. ECAADE 2011: RESPECTING FRAGILE PLACES, 2011, : 843 - 849
  • [8] Intraoperative gaze guidance with mixed reality
    Acar, Ayberk
    Atoum, Jumanh
    Reed, Amy
    Li, Yizhou
    Kavoussi, Nicholas
    Wu, Jie Ying
    [J]. HEALTHCARE TECHNOLOGY LETTERS, 2024, 11 (2-3) : 85 - 92
  • [9] A Mixed Reality for Virtual Assembly
    Zaldivar-Colado, Ulises
    Garbaya, Samir
    Tamayo-Serrano, Paul
    Zaldivar-Colado, Xiomara
    Blazevic, Pierre
    [J]. 2017 26TH IEEE INTERNATIONAL SYMPOSIUM ON ROBOT AND HUMAN INTERACTIVE COMMUNICATION (RO-MAN), 2017, : 739 - 744
  • [10] Short Paper: Mixed Reality Application: A Framework of Markerless Assembly Guidance System With Hololens Glass
    Zhu Teng
    He Hanwu
    Wu Yueming
    Chen He'en
    Chen Yongbin
    [J]. 2017 INTERNATIONAL CONFERENCE ON VIRTUAL REALITY AND VISUALIZATION (ICVRV 2017), 2017, : 433 - 434