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
  • [21] Digital Twins in Healthcare: Methodological Challenges and Opportunities
    Meijer, Charles
    Uh, Hae-Won
    el Bouhaddani, Said
    JOURNAL OF PERSONALIZED MEDICINE, 2023, 13 (10):
  • [22] Developments, challenges and applications of city digital twins in the context of the SDGs Digital twins for a sustainable world
    Koeva, Mila
    Cardenas, Ivan L.
    Morales, Luis Rodrigoandres
    GIM INTERNATIONAL-THE WORLDWIDE MAGAZINE FOR GEOMATICS, 2023, 37 (07): : 26 - 29
  • [23] Enhancing Smart Agriculture by Implementing Digital Twins: A Comprehensive Review
    Peladarinos, Nikolaos
    Piromalis, Dimitrios
    Cheimaras, Vasileios
    Tserepas, Efthymios
    Munteanu, Radu Adrian
    Papageorgas, Panagiotis
    SENSORS, 2023, 23 (16)
  • [24] Experience from implementing digital twins for maintenance in industrial processes
    Hassan, Muhammad
    Svadling, Marcus
    Bjorsell, Niclas
    JOURNAL OF INTELLIGENT MANUFACTURING, 2024, 35 (02) : 875 - 884
  • [25] Experience from implementing digital twins for maintenance in industrial processes
    Muhammad Hassan
    Marcus Svadling
    Niclas Björsell
    Journal of Intelligent Manufacturing, 2024, 35 : 875 - 884
  • [26] Survey on Digital Twins: from concepts to applications
    Heluany, Jessica B.
    Gkioulos, Vasileios
    18TH INTERNATIONAL CONFERENCE ON AVAILABILITY, RELIABILITY & SECURITY, ARES 2023, 2023,
  • [27] A Survey of Digital Supply Chain Twins' Implementations
    Dy, Kristine Joy
    Olivares-Aguila, Jessica
    Vital-Soto, Alejandro
    ADVANCES IN PRODUCTION MANAGEMENT SYSTEMS: SMART MANUFACTURING AND LOGISTICS SYSTEMS: TURNING IDEAS INTO ACTION, APMS 2022, PT I, 2022, 663 : 502 - 509
  • [28] Applications and challenges of digital twins and digital twin couples in the context of digital engineering
    Miehling, Jörg
    Schleich, Benjamin
    Wartzack, Sandro
    ZWF Zeitschrift fuer Wirtschaftlichen Fabrikbetrieb, 2020, 115 : 55 - 57
  • [29] The Challenges of Implementing the EAEU's Digital Agenda
    Popova, I
    VESTNIK MEZHDUNARODNYKH ORGANIZATSII-INTERNATIONAL ORGANISATIONS RESEARCH JOURNAL, 2021, 16 (01): : 96 - 109
  • [30] Implementing digital innovations: Overcoming organizational challenges
    Backlund, Katarina
    Vigren, Olli
    Carlsson, Johan
    DEVELOPMENTS IN THE BUILT ENVIRONMENT, 2024, 18