Design and implementation of a smart infrastructure digital twin

被引:84
作者
Broo, Didem Gurdur [1 ]
Bravo-Haro, Miguel [2 ,3 ]
Schooling, Jennifer [2 ,3 ]
机构
[1] Stanford Univ, Ctr Design Res, Mech Engn, 424 Panama Mall, Stanford, CA 94305 USA
[2] Univ Cambridge, Ctr Smart Infrastruct & Construct, Dept Engn, Cambridge CB3 0FA, England
[3] Univ Cambridge, Ctr Digital Built Britain, Cambridge CB3 0FA, England
基金
英国科研创新办公室;
关键词
Data; Digital twins; Infrastructure; Smart infrastructure; Resilience; SERVICE; MODELS;
D O I
10.1016/j.autcon.2022.104171
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
There is a critical need to make infrastructure systems more efficient, resilient, and sustainable. Infrastructure systems provide the basis for everyday life and enable the flow of goods, information, and services within urban and regional settings. Providing data-centric solutions to improve this flow is essential. This can only be achieved if we manage to transform passive infrastructure assets into cyber-physical systems. Digital twins bring the opportunity to turn passive infrastructure assets into data-centric systems of systems. This article aims to provide a summary of existing digital twin architectures and exemplify a digital twin design and implementation. To this end, a literature review of digital twin architecture is presented in addition to a case study of a digital twin implementation in smart infrastructure. The case study focuses on a digital twin implementation of a bridge and describes in detail the physical, cyber, integration, and service layers of this implementation. Later in the article, we discuss the learnings from this case study under three main categories - systems perspective, information perspective, and organisational perspective. The findings show the importance of acquiring a systems perspective when designing digital twins today to enable interoperable systems of systems in the future. Furthermore, the findings highlight the vital necessity of data and information management while also considering the multidisciplinary aspects of digital twin design and implementation.
引用
收藏
页数:13
相关论文
共 63 条
  • [1] 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
  • [2] Ahn C., 2020, HAW INT C SYST SCI S, P1, DOI [10.24251/HICSS.2020.206, DOI 10.24251/HICSS.2020.206]
  • [3] 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
  • [4] Design and Development of a Cloud based Cyber-Physical Architecture for the Internet-of-Things
    Alam, Kazi Masudul
    Sopena, Alex
    El Saddik, Abdulmotaleb
    [J]. 2015 IEEE INTERNATIONAL SYMPOSIUM ON MULTIMEDIA (ISM), 2015, : 459 - 464
  • [5] Self-Charging and Self-Monitoring Smart Civil Infrastructure Systems: Current Practice and Future Trends
    Alavi, Amir H.
    Hasni, Hassene
    Jiao, Pengcheng
    Aono, Kenji
    Lajnef, Nizar
    Chakrabartty, Shantanu
    [J]. SENSORS AND SMART STRUCTURES TECHNOLOGIES FOR CIVIL, MECHANICAL, AND AEROSPACE SYSTEMS 2019, 2019, 10970
  • [6] [Anonymous], APPROACHES ENG ED, V53, DOI [10.1017/CBO9781107415324.004, DOI 10.1017/CBO9781107415324.004]
  • [7] [Anonymous], 2017, MAKING INTEROPERABIL
  • [8] Digital twins
    Batty, Michael
    [J]. ENVIRONMENT AND PLANNING B-URBAN ANALYTICS AND CITY SCIENCE, 2018, 45 (05) : 817 - 819
  • [9] Towards a semantic Construction Digital Twin: Directions for future research
    Boje, Calin
    Guerriero, Annie
    Kubicki, Sylvain
    Rezgui, Yacine
    [J]. AUTOMATION IN CONSTRUCTION, 2020, 114
  • [10] Customer experience challenges: bringing together digital, physical and social realms
    Bolton, Ruth N.
    McColl-Kennedy, Janet R.
    Cheung, Lilliemay
    Gallan, Andrew
    Orsingher, Chiara
    Witell, Lars
    Zaki, Mohamed
    [J]. JOURNAL OF SERVICE MANAGEMENT, 2018, 29 (05) : 776 - 808