Towards Automatic Extraction of Product and Process Data for Human-Robot Collaborative Assembly

被引:0
|
作者
Schirmer, Fabian [1 ]
Srikanth, Varun K. [1 ]
Kranz, Philipp [1 ]
Rose, Chad G. [2 ]
Schmitt, Jan [1 ]
Kaupp, Tobias [1 ]
机构
[1] Tech Univ Appl Sci Wurzburg Schweinfurt, Inst Digital Engn IDEE, Wurzburg, Germany
[2] Auburn Univ, Dept Mech Engn, Auburn, AL 36849 USA
关键词
PART FEATURE-EXTRACTION; STEP FILE; SYSTEM;
D O I
10.1109/ICAR58858.2023.10406471
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Automatic data extraction from CAD files needs to handle the increasing product individualization and variety. This paper reports on first results from a research project that uses a pipeline to extract data dealing with a high product variety for human-robot collaborative assembly. The approach extracts information from a CAD model, a 2D drawing and an assembly instruction list and subsequently merges and stores the information in a data model. A novelty of our approach is the merging of different information sources to automatically generate a new CAD model. We demonstrate and evaluate our approach using an industrial use case which has multiple product variants. The usage of the extracted data is the generation of assembly sequences for human-robot collaboration. Our preliminary conclusion is that the extraction of product and process data can be made more flexible and adaptable by utilizing multiple information sources.
引用
收藏
页码:520 / 525
页数:6
相关论文
共 50 条
  • [1] KoPro - Configurable Process Chains for Human-Robot Collaborative Assembly
    Kranz, Philipp
    Schirmer, Fabian
    Mueller, Adrian
    Ali, Usama
    Schmitt, Jan
    Kaupp, Tobias
    [J]. COMPANION OF THE 2024 ACM/IEEE INTERNATIONAL CONFERENCE ON HUMAN-ROBOT INTERACTION, HRI 2024 COMPANION, 2024, : 1287 - 1289
  • [2] Symbiotic human-robot collaborative assembly
    Wang, L.
    Gao, R.
    Vancza, J.
    Krueger, J.
    Wang, X., V
    Makris, S.
    Chryssolouris, G.
    [J]. CIRP ANNALS-MANUFACTURING TECHNOLOGY, 2019, 68 (02) : 701 - 726
  • [3] Multimodal Data-Driven Robot Control for Human-Robot Collaborative Assembly
    Liu, Sichao
    Wang, Lihui
    Wang, Xi Vincent
    [J]. JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME, 2022, 144 (05):
  • [4] Implementing a Human-Robot Collaborative Assembly Workstation
    Bejarano, Ronal
    Ferrer, Borja Ramis
    Mohammed, Wael M.
    Lastra, Jose L. Martinez
    [J]. 2019 IEEE 17TH INTERNATIONAL CONFERENCE ON INDUSTRIAL INFORMATICS (INDIN), 2019, : 557 - 564
  • [5] Brainwaves driven human-robot collaborative assembly
    Mohammed, Abdullah
    Wang, Lihui
    [J]. CIRP ANNALS-MANUFACTURING TECHNOLOGY, 2018, 67 (01) : 13 - 16
  • [6] Benchmarking human-robot collaborative assembly tasks
    Duarte, Laura
    Neves, Miguel
    Neto, Pedro
    [J]. RESULTS IN ENGINEERING, 2024, 22
  • [7] Human-robot activity allocation algorithm for the redesign of manual assembly systems into human-robot collaborative assembly
    Gualtieri, Luca
    Rauch, Erwin
    Vidoni, Renato
    [J]. INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 2023, 36 (02) : 308 - 333
  • [8] Towards feature-based human-robot assembly process planning
    Kardos, Csaba
    Kovacs, Andras
    Vancza, Jozsef
    [J]. FACTORIES OF THE FUTURE IN THE DIGITAL ENVIRONMENT, 2016, 57 : 516 - 521
  • [9] The influence of the product characteristics on human-robot collaboration: a model for the performance of collaborative robotic assembly
    Faccio, Maurizio
    Minto, Riccardo
    Rosati, Giulio
    Bottin, Matteo
    [J]. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2020, 106 (5-6): : 2317 - 2331
  • [10] The influence of the product characteristics on human-robot collaboration: a model for the performance of collaborative robotic assembly
    Maurizio Faccio
    Riccardo Minto
    Giulio Rosati
    Matteo Bottin
    [J]. The International Journal of Advanced Manufacturing Technology, 2020, 106 : 2317 - 2331