CHALLENGES IN IMPLEMENTING DIGITAL TWINS - A SURVEY

被引:0
|
作者
Trauer, Jakob [1 ]
Mutschler, Michael [1 ]
Moertl, Markus [1 ]
Zimmermann, Markus [1 ]
机构
[1] Tech Univ Munich, TUM Sch Engn & Design, Dept Mech Engn, Lab Prod Dev & Lightweight Design, Munich, Germany
关键词
Digital Twins; Industry; 4.0; Data-Driven Design; Survey; Design Theory and Methodology; Systems Design; Product Development;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Despite the undisputed potentials of Digital Twins, they are still lacking application in industry. However, the reasons for this observation are still unclear. Therefore, a survey with 61 industrial professionals was conducted to investigate the most crucial impediments in implementing Digital Twins. The research was guided by four research questions - (1) Is there still ambiguity in the terminology of Digital Twins? (2) What are characteristics of Digital Twin projects in industry? (3) What are the most crucial (categories of) impediments in implementing Digital Twins? and (4) Are non-technical issues more likely to cause problems, than technical issues? First, contextual aspects were collected. They include the background of the participant, the operating fields and size of the company, as well as characteristic information on digitalization projects in general and Digital Twin projects more specifically. Then participants were asked to rate categories of issues as well as very specific impediments with respect to their likelihood to cause problems in the implementation of Digital Twins. The results show that technical issues, like missing standardization of data and models, are still present. However, according to the collected data, non-technical issues, like a lack of expertise and specialists, are more likely to cause difficulties. Based on these results, directions for future development of Digital Twin research, like the need for a business modelling approach for Digital Twins or a teaching concept, are derived.
引用
下载
收藏
页数:8
相关论文
共 50 条
  • [31] On the Integration of Digital Twin Networks into City Digital Twins: Benefits and Challenges
    Turcanu, Ion
    Castignani, German
    Faye, Sebastien
    2024 IEEE 21ST CONSUMER COMMUNICATIONS & NETWORKING CONFERENCE, CCNC, 2024, : 752 - 758
  • [32] Digital Twins of Urban Air Quality: Opportunities and Challenges
    Topping, David
    Bannan, Thomas J.
    Coe, Hugh
    Evans, James
    Jay, Caroline
    Murabito, Ettore
    Robinson, Niall
    FRONTIERS IN SUSTAINABLE CITIES, 2021, 3
  • [33] Options for and Challenges of Employing Digital Twins in Construction Management
    Salem, Tareq
    Dragomir, Mihai
    APPLIED SCIENCES-BASEL, 2022, 12 (06):
  • [34] Digital twins in aircraft production and MRO: challenges and opportunities
    Moenck K.
    Rath J.-E.
    Koch J.
    Wendt A.
    Kalscheuer F.
    Schüppstuhl T.
    Schoepflin D.
    CEAS Aeronautical Journal, 2024, 15 (04) : 1051 - 1067
  • [35] Digital twins interacting with human models: Potentials and challenges
    Neumann M.
    Remus R.
    Sauerhoff M.
    Lipphaus A.
    Uttich E.
    Sure C.
    Baier J.
    Bartz M.
    Bender B.
    ZWF Zeitschrift fuer Wirtschaftlichen Fabrikbetrieb, 2020, 115 : 116 - 120
  • [36] Digital Twins in agriculture: challenges and opportunities for environmental sustainability
    Purcell, Warren
    Neubauer, Thomas
    Mallinger, Kevin
    CURRENT OPINION IN ENVIRONMENTAL SUSTAINABILITY, 2023, 61
  • [37] Digital Twins in Construction: Architecture, Applications, Trends and Challenges
    Yang, Zhou
    Tang, Chao
    Zhang, Tongrui
    Zhang, Zhongjian
    Doan, Dat Tien
    BUILDINGS, 2024, 14 (09)
  • [38] Digital twins in the built environment: Definition, applications, and challenges
    Albalkhy, Wassim
    Karmaoui, Dorra
    Ducoulombier, Laure
    Lafhaj, Zoubeir
    Linner, Thomas
    AUTOMATION IN CONSTRUCTION, 2024, 162
  • [39] Recent achievements and conceptual challenges for urban digital twins
    Bettencourt, Luis M. A.
    NATURE COMPUTATIONAL SCIENCE, 2024, 4 (03): : 150 - 153
  • [40] Opportunities and Challenges to Develop Digital Twins for Subsea Pipelines
    Chen, Bai-Qiao
    Videiro, Paulo M.
    Guedes Soares, C.
    JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2022, 10 (06)