Design, Modeling and Implementation of Digital Twins

被引:100
作者
Segovia, Mariana [1 ]
Garcia-Alfaro, Joaquin [1 ]
机构
[1] Inst Polytech Paris, SAMOVAR, Telecom SudParis, 19 Pl Marguerite Perey, F-91120 Palaiseau, France
关键词
digital twin; digital model; control system; cyber-physical system; network simulation; software simulation; system simulation; Industry; 4; 0; INDUSTRY; 4.0; CHALLENGES; REQUIREMENTS; TECHNOLOGIES; ARCHITECTURE; METHODOLOGY; SIMULATION; MANAGEMENT; FRAMEWORK; PARADIGM;
D O I
10.3390/s22145396
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
A Digital Twin (DT) is a set of computer-generated models that map a physical object into a virtual space. Both physical and virtual elements exchange information to monitor, simulate, predict, diagnose and control the state and behavior of the physical object within the virtual space. DTs supply a system with information and operating status, providing capabilities to create new business models. In this paper, we focus on the construction of DTs. More specifically, we focus on determining (methodologically) how to design, create and connect physical objects with their virtual counterpart. We explore the problem into several phases: from functional requirement selection and architecture planning to integration and verification of the final (digital) models. We address as well how physical components exchange real-time information with DTs, as well as experimental platforms to build DTs (including protocols and standards). We conclude with a discussion and open challenges.
引用
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页数:30
相关论文
共 137 条
  • [1] Abburu S., 2020, P 2020 IEEE INT C EN, P1, DOI DOI 10.1109/ICE/ITMC49519.2020.9198403
  • [2] Digital Twin as a Service (DTaaS) in Industry 4.0: An Architecture Reference Model
    Aheleroff, Shohin
    Xu, Xun
    Zhong, Ray Y.
    Lu, Yuqian
    [J]. ADVANCED ENGINEERING INFORMATICS, 2021, 47
  • [3] Al Faruque MA, 2021, PROCEEDINGS OF THE 2021 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE & EXHIBITION (DATE 2021), P440, DOI 10.23919/DATE51398.2021.9474166
  • [4] C2PS: A Digital Twin Architecture Reference Model for the Cloud-Based Cyber-Physical Systems
    Alam, Kazi Masudul
    El Saddik, Abdulmotaleb
    [J]. IEEE ACCESS, 2017, 5 : 2050 - 2062
  • [5] Modular Virtual Preparation method of production systems using a Digital Twin architecture
    Albo, Anton
    Svedlund, Ludvig
    Falkman, Petter
    [J]. 2021 26TH IEEE INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES AND FACTORY AUTOMATION (ETFA), 2021,
  • [6] A digital twin study for immediate design / redesign of impellers and blades: Part 1: CAD modelling and tool path simulation
    Anbalagan, Arivazhagan
    Shivakrishna, Bachu
    Srikanth, Kuthadi Sai
    [J]. MATERIALS TODAY-PROCEEDINGS, 2021, 46 : 8209 - 8217
  • [7] Development of the simulation model for Digital Twin applications in historical masonry buildings: The integration between numerical and experimental reality
    Angjeliu, Grigor
    Coronelli, Dario
    Cardani, Giuliana
    [J]. COMPUTERS & STRUCTURES, 2020, 238
  • [8] [Anonymous], Webots
  • [9] [Anonymous], MATLAB SIMULINK
  • [10] Apache Kafka, US