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Digital Twins for asset management: platform for predictive maintenance and Trough Bridge case study
Luleå University of Technology, Department of Civil, Environmental and Natural Resources Engineering, Structural and Fire Engineering.ORCID iD: 0000-0002-5267-2605
Luleå University of Technology, Department of Civil, Environmental and Natural Resources Engineering, Structural and Fire Engineering.ORCID iD: 0000-0003-3548-6082
Luleå University of Technology, Department of Civil, Environmental and Natural Resources Engineering, Structural and Fire Engineering.ORCID iD: 0000-0001-9423-7436
Luleå University of Technology, Department of Civil, Environmental and Natural Resources Engineering, Structural and Fire Engineering.ORCID iD: 0000-0002-5154-7044
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2024 (English)In: IABSE Congress San Jose 2024: Beyond Structural Engineering in a Changing World, IABSE , 2024, p. 1319-1325Conference paper, Published paper (Refereed)
Place, publisher, year, edition, pages
IABSE , 2024. p. 1319-1325
Keywords [en]
digital twins, bridges, asset management, fibre optic sensors, construction industry
National Category
Infrastructure Engineering
Research subject
Structural Engineering; Building Materials
Identifiers
URN: urn:nbn:se:ltu:diva-105311Scopus ID: 2-s2.0-85210836846OAI: oai:DiVA.org:ltu-105311DiVA, id: diva2:1855606
Conference
IABSE Congress 2024, September 25-27, 2024, San Jose, Costa Rica
Funder
Swedish Transport AdministrationSvenska Byggbranschens Utvecklingsfond (SBUF)
Note

This article has previously appeared as a manuscript in a thesis.

ISBN for host publication: 978-385748205-2;

Funder: Skanska Sweden;

Available from: 2024-05-02 Created: 2024-05-02 Last updated: 2025-01-10Bibliographically approved
In thesis
1. Digital Twins for Asset Management of Civil Structures: Perceived Potential and Practical Applications
Open this publication in new window or tab >>Digital Twins for Asset Management of Civil Structures: Perceived Potential and Practical Applications
2024 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

The Engineering and Construction (E&C) industry has vast potential to leverage technology for solving current asset management issues, with significant environmental and financial benefits. This study investigates the use of Digital Twins (DTs) for asset management of civil structures, identifying a gap between the perceived potential of DTs and practical applications due to misconceptions, industry fragmentation, and lack of standardizations. To address this, a literature review and experimental programs were conducted, leading to the development and validation of a proof-of-concept DT platform applied to two case studies. The study concludes with a purpose-driven DT roadmap to address the gap between potential and practical applications in the E&C industry.

Background: the integration of Building Information Modeling (BIM) and DTs for asset management in construction offers a promising solution to improve current processes, which are often time-consuming or inefficient. With technology rapidly advancing and the advent of Industry 4.0, there is a growing belief in the transformative potential of DTs to address longstanding challenges within the industry. By leveraging these innovative tools, stakeholders aim to enhance operational efficiency, optimize maintenance practices, and ultimately revolutionize infrastructure asset management.

Aims and objectives: this study aims to investigate the use of DTs to improve asset management processes within the E&C industry. The objectives include a thorough investigation of DTs, establishing their purpose within the industry, proposing a replicable DT methodology, demonstrating the methodology through case studies, and addressing the gap between potential and practical applications to promote DT dissemination.

Methodological approach:

i. Identify problem: thorough literature review and DT investigation (Paper I).

ii. Define solution: understand the purpose of DT applications in E&C (Paper II).

iii. Methodology and Demonstration: propose and demonstrate a replicable DT methodology through experimental work, digital modelling, and case studies (Papers III, IV, and V).

iv. Evaluation: propose a purpose-driven DT roadmap to evaluate the impact of applications, address the gap between potential and applications, and promote widespread DT adoption (Paper VI).

Results: the main results include a deep DT investigation, experimental work with a reinforced concrete beam, snow galleries and a trough bridge, digital models using BIM and finite elements, a scalable DT platform methodology demonstrated in two case studies, and a roadmap from conclusions and lessons learned to promote DT adoption in the industry.

Conclusions: given the particularities of the E&C industry and its assets, DTs can primarily benefit asset management and maintenance processes by enabling real-time monitoring, predictive maintenance, and data integration for improved safety and efficiency. To address the gap between potential and practical applications, two paradigm shifts are proposed: shifting the perception of DTs from a digital model to integrated technology tools, and adopting a generalizable, purpose-focused approach instead of context-specific frameworks.

Place, publisher, year, edition, pages
Luleå: Luleå University of Technology, 2024
Series
Doctoral thesis / Luleå University of Technology 1 jan 1997 → …, ISSN 1402-1544
Keywords
digital twins, BIM, asset management, Engineering & Construction, case studies
National Category
Building Technologies
Research subject
Structural Engineering
Identifiers
urn:nbn:se:ltu:diva-105312 (URN)978-91-8048-562-3 (ISBN)978-91-8048-563-0 (ISBN)
Public defence
2024-09-17, E632, Luleå University of Technology, Luleå, 10:00 (English)
Opponent
Supervisors
Available from: 2024-05-02 Created: 2024-05-02 Last updated: 2024-09-03Bibliographically approved

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Saback, VanessaGonzalez-Libreros, JaimePopescu, CosminBlanksvärd, ThomasTäljsten, BjörnSas, Gabriel

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CiteExportLink to record
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Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
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  • Other style
More styles
Language
  • de-DE
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Output format
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