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Analysis of Digital Twins in the Construction Industry: Practical Applications, Purpose, and Parallel with other Industries
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. SINTEF Narvik AS, 8517 Narvik, Norway.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
Luleå University of Technology, Department of Civil, Environmental and Natural Resources Engineering, Structural and Fire Engineering.ORCID iD: 0000-0001-7799-5809
2024 (English)In: Buildings, E-ISSN 2075-5309, Vol. 14, no 5, article id 1361Article, review/survey (Refereed) Published
Abstract [en]

Digital Twins (DT) have become a widely discussed subject, believed to have the potential to solve various problems across different industries, including Engineering & Construction (E&C). However, there is still significant misconception concerning the definition of DT and their purpose within E&C. This study dives deep into identifying DT applications within E&C and the other prominent industries, i.e., Aerospace & Aviation, Manufacturing, Energy & Utilities, Automotive, Healthcare, Smart Cities, Oil & Gas, and Retail. The main challenges to the evolution of DT practical applications are also analyzed. A combination of literature review, multi-case study analysis, and comparative analysis compose the deployed methodology. Standardization and a maturity level classification are proposed to drive progress of the adoption of DT. The distinct aspects of the different industries and their assets are evaluated to the conclusion that DT are better employed to maintenance of structures within E&C. DT have become a well-worn topic, but the abundance of complex theoretical frameworks is met with simple or inexistent practical applications. Therefore, the novelty of this study lays in its comprehensive analysis of DT applications and real-world implementations – a departure from the often-theoretical discussions surrounding DTs.

Place, publisher, year, edition, pages
MDPI, 2024. Vol. 14, no 5, article id 1361
Keywords [en]
digital twins, practical applications, construction industry, Engineering & Construction, standardization, maturity level
National Category
Computer Systems Production Engineering, Human Work Science and Ergonomics
Research subject
Structural Engineering
Identifiers
URN: urn:nbn:se:ltu:diva-105308DOI: 10.3390/buildings14051361ISI: 001233509800001Scopus ID: 2-s2.0-85194478167OAI: oai:DiVA.org:ltu-105308DiVA, id: diva2:1855599
Projects
InfraSweden2030
Funder
VinnovaSwedish Research Council FormasSwedish Energy AgencySvenska Byggbranschens Utvecklingsfond (SBUF)
Note

Validerad;2024;Nivå 2;2024-05-16 (hanlid);

Funder: Skanska Sweden;

Full text license: CC BY 4.0

Available from: 2024-05-02 Created: 2024-05-02 Last updated: 2025-10-21Bibliographically 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, 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: 2026-02-27Bibliographically approved

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Saback, VanessaPopescu, CosminBlanksvärd, ThomasTäljsten, Björn

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