Construction with digital twin information systems

被引:223
|
作者
Sacks, Rafael [1 ,2 ]
Brilakis, Ioannis [2 ]
Pikas, Ergo [3 ]
Xie, Haiyan Sally [2 ,4 ]
Girolami, Mark [2 ,5 ]
机构
[1] Technion Israel Inst Technol, Fac Civil & Environm Engn, IL-32000 Haifa, Israel
[2] Univ Cambridge, Dept Engn, Cambridge, England
[3] Aalto Univ, Civil Engn, FI-00076 Aalto, Finland
[4] Illinois State Univ, Dept Technol, Normal, IL 61790 USA
[5] Alan Turing Inst, 2QR,96 Euston Rd, London NW1 2DB, England
来源
DATA-CENTRIC ENGINEERING | 2020年 / 1卷 / 01期
基金
“创新英国”项目;
关键词
Building Information Modeling; construction planning and control; data-centric construction; digital twin; lean construction; PROJECT PERFORMANCE CONTROL; INDUSTRY; TIME; TECHNOLOGY; EQUIPMENT; TRACKING; WORKERS; DESIGN; VIEW;
D O I
10.1017/dce.2020.16
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The concept of a "digital twin" as a model for data-driven management and control of physical systems has emerged over the past decade in the domains of manufacturing, production, and operations. In the context of buildings and civil infrastructure, the notion of a digital twin remains ill-defined, with little or no consensus among researchers and practitioners of the ways in which digital twin processes and data-centric technologies can support design and construction. This paper builds on existing concepts of Building Information Modeling (BIM), lean project production systems, automated data acquisition from construction sites and supply chains, and artificial intelligence to formulate a mode of construction that applies digital twin information systems to achieve closed loop control systems. It contributes a set of four core information and control concepts for digital twin construction (DTC), which define the dimensions of the conceptual space for the information used in DTC workflows. Working from the core concepts, we propose a DTC information system workflow-including information stores, information processing functions, and monitoring technologies-according to three concentric control workflow cycles. DTC should be viewed as a comprehensive mode of construction that prioritizes closing the control loops rather than an extension of BIM tools integrated with sensing and monitoring technologies.
引用
收藏
页数:26
相关论文
共 50 条
  • [31] Measuring the Fidelity of Digital Twin Systems
    Munoz, Paula
    ACM/IEEE 25TH INTERNATIONAL CONFERENCE ON MODEL DRIVEN ENGINEERING LANGUAGES AND SYSTEMS, MODELS 2022 COMPANION, 2022, : 182 - 188
  • [32] Control Strategies for Digital Twin Systems
    Liu, Guo-Ping
    IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2024, 11 (01) : 170 - 180
  • [33] Cognitive Digital Twin for Manufacturing Systems
    Al Faruque, Mohammad Abdullah
    Muthirayan, Deepan
    Yu, Shih-Yuan
    Khargonekar, Pramod P.
    PROCEEDINGS OF THE 2021 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE & EXHIBITION (DATE 2021), 2021, : 440 - 445
  • [34] Augmented digital twin for railway systems
    Bernal, Esteban
    Wu, Qing
    Spiryagin, Maksym
    Cole, Colin
    VEHICLE SYSTEM DYNAMICS, 2024, 62 (01) : 67 - 83
  • [35] ON THE DIGITAL TWIN OF THE OCEAN CLEANUP SYSTEMS
    Rakotonirina, Andriarimina Daniel
    Gonzalez, Martin
    Sainte-Rose, Bruno
    PROCEEDINGS OF ASME 2023 42ND INTERNATIONAL CONFERENCE ON OCEAN, OFFSHORE & ARCTIC ENGINEERING, OMAE2023, VOL 7, 2023,
  • [36] Control Strategies for Digital Twin Systems
    Guo-Ping Liu
    IEEE/CAA Journal of Automatica Sinica, 2024, 11 (01) : 170 - 180
  • [37] A DIGITAL TWIN CONCEPT FOR MANUFACTURING SYSTEMS
    Ellgass, Wesley
    Holt, Nathan
    Saldana-Lemus, Hector
    Richmond, Julian
    Barenji, Ali Vatankhah
    Gonzalez-Badillo, Germanico
    PROCEEDINGS OF THE ASME INTERNATIONAL MECHANICAL ENGINEERING CONGRESS AND EXPOSITION, 2018, VOL 2, 2019,
  • [38] Research on construction and application of digital twin in aluminum electrolysis
    Li J.
    Luo R.
    Peng C.
    Ran L.
    Zhang H.
    Zhongnan Daxue Xuebao (Ziran Kexue Ban)/Journal of Central South University (Science and Technology), 2023, 54 (02): : 710 - 719
  • [39] Digital Twin Construction and Resource Allocation on Internet of Vehicles
    Tang, Lun
    Yi, Yanzhou
    Li, Songlin
    Huang, Qiong
    Chen, Qianbin
    IEEE INTERNET OF THINGS JOURNAL, 2025, 12 (07): : 9091 - 9106
  • [40] Digital twin application in the construction industry: A literature review
    Opoku, De-Graft Joe
    Perera, Srinath
    Osei-Kyei, Robert
    Rashidi, Maria
    JOURNAL OF BUILDING ENGINEERING, 2021, 40