Digital twins for asset management: case study of snow galleries in Northern Sweden

被引:0
|
作者
Saback, Vanessa [1 ]
Eliasson, Jens [2 ]
Daescu, Cosmin [3 ]
Gonzalez-Libreros, Jaime [1 ]
Popescu, Cosmin [4 ]
Blanksvard, Thomas [1 ]
Taljsten, Bjorn [1 ]
Sas, Gabriel [1 ]
机构
[1] Lulea Univ Technol LTU, Dept Civil Environm & Nat Resources Engn, Lulea, Sweden
[2] ThingWave AB, Lulea, Sweden
[3] Politehn Univ Timisoara, Dept Civil Engn & Installat, Timisoara, Romania
[4] SINTEF Narvik AS, Narvik, Norway
关键词
Asset management; building information modeling; case study; digital twins; maintenance; snow galleries; snow load; structural health monitoring;
D O I
10.1080/15732479.2025.2483913
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
The use of digital twin (DT) technology within the engineering and construction (E&C) industry is valuable for practical applications in asset management of structures. Functional DT in E&C, however, are still in initial stages of development. Efforts toward standardisation of concepts and procedures are necessary to build on existing knowledge and drive progress further on functional DT. This paper proposes a DT of a snow gallery, part of the Iron Ore railway in northern Sweden. The gallery was instrumented with a structural health monitoring (SHM) system that feeds data in real time to the DT, which also includes a 3D model of the gallery. The proposed methodology can be replicated to different structures and scaled for larger amounts of data. The SHM data and the 3D digital model of the snow gallery are connected in a single, integrated platform that enables improved decision-making for maintenance of the gallery. To promote clarity and progress within the field, the proposed DT's maturity level is classified in terms of autonomy, intelligence, learning and fidelity. The snow galleries, the SHM system, and the proposed DT are all presented and discussed, following a brief review on DT, the importance of level classification and predictive maintenance.
引用
收藏
页数:12
相关论文
共 50 条
  • [1] Evaluation of the snow loads on the snow galleries on the Iron Ore Line in Northern Sweden
    Saback, Vanessa
    Gonzalez-Libreros, Jaime
    Daescu, Cosmin
    Hojsten, Tommy
    Sas, Gabriel
    EUROPEAN ASSOCIATION ON QUALITY CONTROL OF BRIDGES AND STRUCTURES, EUROSTRUCT 2023, VOL 6, ISS 5, 2023, : 221 - 228
  • [2] Adapting to climate change: snow load assessment of snow galleries on the Iron Ore Line in Northern Sweden
    Saback, Vanessa
    Gonzalez-Libreros, Jaime
    Daescu, Cosmin
    Popescu, Cosmin
    Garmabaki, A. H. S.
    Sas, Gabriel
    FRONTIERS IN BUILT ENVIRONMENT, 2024, 9
  • [3] Digital Twins and their significance in Engineering Asset Management
    Krishnamenon, Madhumenon
    Tuladhar, Rabin
    Azghadi, Mostafa Rahimi
    Loughran, Jeffrey G.
    Pandey, Govinda
    2021 INTERNATIONAL CONFERENCE ON MAINTENANCE AND INTELLIGENT ASSET MANAGEMENT (ICMIAM), 2021,
  • [4] Practical Application of Digital Twins for Transportation Asset Data Management: Case Example of a Safety Hardware Asset
    Ammar, Ashtarout
    Maier, Francesca
    Pratt, William S.
    Richard, Elaine
    Dadi, Gabriel
    TRANSPORTATION RESEARCH RECORD, 2024, 2678 (10) : 114 - 130
  • [5] Interactive Digital Twins Framework for Asset Management Through Internet
    Kong, Leo Chi Wai
    Harper, Sam
    Mitchell, Daniel
    Blanche, Jamie
    Lim, Theodore
    Flynn, David
    2020 IEEE GLOBAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND INTERNET OF THINGS (GCAIOT), 2020, : 98 - 104
  • [6] Asset Lifecycle Management and Digital Servitization: A Case Study in Machining
    Galimberti, Mattia
    Chavez, Clarissa A. Gonzalez
    Despeisse, Melanie
    Cimini, Chiara
    West, Shaun
    ADVANCES IN PRODUCTION MANAGEMENT SYSTEMS-PRODUCTION MANAGEMENT SYSTEMS FOR VOLATILE, UNCERTAIN, COMPLEX, AND AMBIGUOUS ENVIRONMENTS, APMS 2024, PT V, 2024, 732 : 262 - 276
  • [7] Exploring the value of digital twins for information management in highway asset maintenance
    Yin, Mengtian
    Reja, Varun Kumar
    Wei, Ran
    Brilakis, Ioannis
    Sheil, Brian
    Perrotta, Federico
    d'Avigneau, Alix Marie
    Lu, Linjun
    DEVELOPMENTS IN THE BUILT ENVIRONMENT, 2025, 21
  • [8] Parametric Digital Twins for Preserving Historic Buildings: A Case Study at Lfstad Castle in stergtland, Sweden
    Ni, Zhongjun
    Hupkes, Jelrik
    Eriksson, Petra
    Leijonhufvud, Gustaf
    Karlsson, Magnus
    Gong, Shaofang
    IEEE ACCESS, 2025, 13 : 3371 - 3389
  • [9] Digital twins for asset management: Social network analysis-based review
    Arisekola, Kolade
    Madson, Katherine
    AUTOMATION IN CONSTRUCTION, 2023, 150
  • [10] Digital Twins for Engineering Asset Management: Synthesis, Analytical Framework, and Future Directions
    Li, Yongkui
    Wang, Qinyue
    Pan, Xiyu
    Zuo, Jian
    Xu, Jinying
    Han, Yilong
    ENGINEERING, 2024, 41 : 261 - 275