Reference Framework for Digital Twins within Cyber-Physical Systems

被引:57
|
作者
Josifovska, Klementina [1 ]
Yigitbas, Enes [1 ]
Engels, Gregor [1 ]
机构
[1] Paderborn Univ, Database & Informat Syst, Paderborn, Germany
关键词
cyber-physical system; digital twin; reference ramework; MODEL;
D O I
10.1109/SEsCPS.2019.00012
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Cyber-Physical Systems (CPSs) represent systems which integrate physical units and processes with computational entities over Internet and allow ubiquitous access of information and services. Although the application of CPSs promise to positively transform many application fields, there are still many open questions and challenges on how to design and realize a CPS. As indicated in the third level of the 5-level CPS architecture, the so-called cyber level, one of the challenges addresses the need for digital twins as high-fidelity mirroring images of CPSs entities. This is a prerequisite to realize the upper levels of the 5-level CPS architecture - the cognition and configuration level. In the scientific literature, the concept of a Digital Twin is introduced as a concrete realization for mirroring physical entities in the virtual world. However, a reference framework for the main building blocks of a Digital Twin framework is missing. This hinders a reuse of best practices and proven solutions for concrete realizations of a Digital Twin. In order to tackle this problem, we have established a reference framework for Digital Twins within a CPS. Our framework specifies the main building blocks of a Digital Twin in terms of structure and interrelations. To achieve this goal, we performed a systematic literature review, where we evaluated existing Digital Twin realizations used in different application domains of CPSs and we applied Grounded Theory and Framework Analysis as underlying methodologies. This reference framework serves a blueprint for developing Digital Twins of physical entities which are part of a CPS.
引用
收藏
页码:25 / 31
页数:7
相关论文
共 50 条
  • [41] Design and Use of Human Operator Digital Twins in Industrial Cyber-Physical Systems: Ethical Implications
    Cardin, Olivier
    Trentesaux, Damien
    [J]. IFAC PAPERSONLINE, 2022, 55 (02): : 360 - 365
  • [42] Digital Twins and Cyber-Physical Systems toward Smart Manufacturing and Industry 4.0: Correlation and Comparison
    Tao, Fei
    Qi, Qinglin
    Wang, Lihui
    Nee, A. Y. C.
    [J]. ENGINEERING, 2019, 5 (04) : 653 - 661
  • [43] Enhancing and securing cyber-physical systems and Industry 4.0 through digital twins: A critical review
    Lampropoulos, Georgios
    Siakas, Kerstin
    [J]. JOURNAL OF SOFTWARE-EVOLUTION AND PROCESS, 2023, 35 (07)
  • [44] The Cyber-Physical Metaverse - Where Digital Twins and Humans Come Together
    Elias, Dirk
    Ziegenbein, Dirk
    Mundhenk, Philipp
    Hamann, Arne
    Rowe, Anthony
    [J]. 2023 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE & EXHIBITION, DATE, 2023,
  • [45] Value-Driven Robotic Digital Twins in Cyber-Physical Applications
    Kaigom, Eric Guiffo
    Rossmann, Juergen
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 17 (05) : 3609 - 3619
  • [46] Developing a smart cyber-physical system based on digital twins of plants
    Skobelev, Petr
    Laryukhin, Vladimir
    Simonova, Elena
    Goryanin, Oleg
    Yalovenko, Vladimir
    Yalovenko, Olga
    [J]. PROCEEDINGS OF THE 2020 FOURTH WORLD CONFERENCE ON SMART TRENDS IN SYSTEMS, SECURITY AND SUSTAINABILITY (WORLDS4 2020), 2020, : 522 - 527
  • [47] Digital Twin-Based Cyber-Attack Detection Framework for Cyber-Physical Manufacturing Systems
    Balta, Efe C.
    Pease, Michael
    Moyne, James
    Barton, Kira
    Tilbury, Dawn M.
    [J]. IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2024, 21 (02) : 1695 - 1712
  • [48] Security Reference Architecture for Cyber-Physical Systems (CPS)
    Moreno, Julio
    Rosado, David G.
    Sanchez, Luis E.
    Serrano, Manuel A.
    Fernandez-Medina, Eduardo
    [J]. JOURNAL OF UNIVERSAL COMPUTER SCIENCE, 2021, 27 (06) : 609 - 634
  • [49] A PHYSICAL LAYER SECURITY FRAMEWORK FOR COGNITIVE CYBER-PHYSICAL SYSTEMS
    Topal, Ozan Alp
    Demir, Mehmet Ozgun
    Liang, Zekai
    Pusane, Ali Emre
    Dartmann, Guido
    Ascheid, Gerd
    Kurt, Gunes Karabulut
    [J]. IEEE WIRELESS COMMUNICATIONS, 2020, 27 (04) : 32 - 39
  • [50] Conceptualizing a Framework for Cyber-Physical Systems of Systems Development and Deployment
    Diaz, Jessica
    Perez, Jennifer
    Perez, Jorge
    Garbajosa, Juan
    [J]. ACM PROCEEDINGS OF THE 10TH EUROPEAN CONFERENCE ON SOFTWARE ARCHITECTURE WORKSHOPS (ECSA-W), 2016,