Towards a collaborative approach for Digital Twin simulation models comprehension

被引:0
作者
Fedeli, Arianna [1 ]
Negrin, David A. Manrique [2 ]
机构
[1] Gran Sasso Sci Inst, Laquila, Italy
[2] Eindhoven Univ Technol, Eindhoven, Netherlands
来源
ACM/IEEE 27TH INTERNATIONAL CONFERENCE ON MODEL DRIVEN ENGINEERING LANGUAGES AND SYSTEMS: COMPANION PROCEEDINGS, MODELS 2024 | 2024年
基金
荷兰研究理事会;
关键词
Digital twins; collaborative knowledge transfer; simulation models; model-based approach;
D O I
10.1145/3652620.3688559
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Digital twins (DTs) are highly accurate virtual replicas of physical objects that enhance functionality through simulation, prediction, and analysis capabilities. Constructing DT can be considered a collaborative process between experts who need to integrate different simulation models to create cohesive services. However, challenges arise in comprehending the functionalities of these models, understanding how to use and reuse them, and effectively transferring knowledge for collaborative purposes. This paper lays the foundation for a collaborative model-based approach to addressing these challenges and enhancing comprehension of simulation models and knowledge sharing. This is achieved through a metamodel that represents the knowledge base and a detailed procedure designed to enhance model knowledge assimilation and sharing within a collaborative process.
引用
收藏
页码:660 / 664
页数:5
相关论文
共 16 条
  • [1] Roadmap to Reasoning in Microservice Systems: A Rapid Review
    Abdelfattah, Amr S. S.
    Cerny, Tomas
    [J]. APPLIED SCIENCES-BASEL, 2023, 13 (03):
  • [2] Boehm-Davis Deborah A, 1988, Handbook of HumanComputer Interaction, P107, DOI [10.1016/B978-0-444-70536-5.50010-5, DOI 10.1016/B978-0-444-70536-5.50010-5]
  • [3] Conger Sue, 2014, Knowledge Management in ITSM: Applying the DIKW Model, P1, DOI [10.1007/978-3-642-39928-21, DOI 10.1007/978-3-642-39928-21]
  • [4] DTMN a Modelling Notation for Digital Twins
    Corradini, Flavio
    Fedeli, Arianna
    Fornari, Fabrizio
    Polini, Andrea
    Re, Barbara
    [J]. ENTERPRISE DESIGN, OPERATIONS, AND COMPUTING: EDOC 2022 WORKSHOPS, IDAMS 2022, SOEA4EE 2022, TEAR 2022, 2023, 466 : 63 - 78
  • [5] X-IoT: a model-driven approach to support IoT application portability across IoT platforms
    Corradini, Flavio
    Fedeli, Arianna
    Fornari, Fabrizio
    Polini, Andrea
    Re, Barbara
    Ruschioni, Luca
    [J]. COMPUTING, 2023, 105 (09) : 1981 - 2005
  • [6] Understanding initial API comprehension
    Heinonen, Ava
    Fagerholm, Fabian
    [J]. 2023 IEEE/ACM 31ST INTERNATIONAL CONFERENCE ON PROGRAM COMPREHENSION, ICPC, 2023, : 43 - 53
  • [7] Lee Ander, 2024, 2024 ANN MOD SIM C A
  • [8] A review of digital twin in product design and development
    Lo, C. K.
    Chen, C. H.
    Zhong, Ray Y.
    [J]. ADVANCED ENGINEERING INFORMATICS, 2021, 48
  • [9] Muller H., 1995, Object-oriented techology for database and software systems, P240, DOI [10.1142/97898128311630016, DOI 10.1142/97898128311630016]
  • [10] O'Brien M.P., 2003, Software comprehension-a review research direction