Digital Twins: Towards an Overarching Framework for the Built Environment
Commenced in January 2007
Frequency: Monthly
Edition: International
Paper Count: 33093
Digital Twins: Towards an Overarching Framework for the Built Environment

Authors: Astrid Bagireanu, Julio Bros-Williamson, Mila Duncheva, John Currie

Abstract:

Digital Twins (DTs) have entered the built environment from more established industries like aviation and manufacturing, although there has never been a common goal for utilising DTs at scale. Their assimilation into the built environment lacked its very own handover documentation: how should DTs be implemented into a project and what responsibilities should each project stakeholder hold in the realisation of a DT vision. What is needed is an approach to translate these requirements into actionable DT dimensions. This paper presents a foundation for an overarching framework specific to the built environment. For the purposes of this research, the project timeline is established by referencing the Royal Institute of British Architects (RIBA) Plan of Work from 2020, providing a foundation for delineating project stages. The RIBA Plan of Work consists of eight stages designed to inform on the definition, briefing, design, coordination, construction, handover, and use of a built asset. Similar project stages are utilised in other countries; therefore, the recommendations from the interviews presented in this paper are applicable internationally. Simultaneously, there is not a single mainstream software resource that leverages DT abilities. This ambiguity meets an unparalleled ambition from governments and industries worldwide to achieve a national grid of interconnected DTs. For the construction industry to access these benefits, it necessitates a defined starting point. This research aims to provide a comprehensive understanding of the potential applications and ramifications of DT in the context of the built environment. This paper is an integral part of a larger research aimed at developing a conceptual framework for the Architecture, Engineering, and Construction (AEC) sector following a conventional project timeline. Therefore, this paper plays a pivotal role in providing practical insights and a tangible foundation for developing a stage-by-stage approach to assimilate the potential of DT within the built environment. First, the research focuses on a review of relevant literature, albeit acknowledging the inherent constraint of limited sources available. Secondly, a qualitative study compiling the views of 14 DT experts is presented, concluding with an inductive analysis of the interview findings - ultimately highlighting the barriers and strengths of DT in the context of framework development. As parallel developments aim to progress net-zero-centred design and improve project efficiencies across the built environment, the limited resources available to support DTs should be leveraged to propel the industry to reach its digitalisation era, in which AEC stakeholders have a fundamental role in understanding this, from the earliest stages of a project.

Keywords: Digital twins, decision making, design, net-zero, built environment.

Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 514

References:


[1] D. Jones, C. Snider, A. Nassehi, J. Yon, and B. Hicks, “Characterising the Digital Twin: A systematic literature review,” CIRP J Manuf Sci Technol, vol. 29, 2020, doi: 10.1016/j.cirpj.2020.02.002.
[2] J. M. Davila Delgado and L. Oyedele, “Digital Twins for the built environment: learning from conceptual and process models in manufacturing,” Advanced Engineering Informatics, vol. 49, p. 101332, Aug. 2021, doi: 10.1016/J.AEI.2021.101332.
[3] BSI, “Helping UK government to increase the uptake of BIM technologies | BSI.” https://www.bsigroup.com/en-GB/our-services/knowledge-services/consulting/bim-adoption-case-study/ (accessed Feb. 03, 2022).
[4] UK BIM Alliance, “State of the Nation Annual Survey Report 2021 – UK BIM Alliance,” 2021. Accessed: Feb. 03, 2022.
[Online]. Available: https://www.ukbimalliance.org/ukbima-state-of-the-nation-annual-survey-report-2021/
[5] S. M. E Sepasgozar, “buildings Differentiating Digital Twin from Digital Shadow: Elucidating a Paradigm Shift to Expedite a Smart, Sustainable Built Environment,” 2021, doi: 10.3390/buildings11040151.
[6] W. Kritzinger, M. Karner, G. Traar, J. Henjes, and W. Sihn, Digital Twin in manufacturing: A categorical literature review and classification, vol. 51, no. 11. Elsevier B.V., 2018, pp. 1016–1022. doi: 10.1016/j.ifacol.2018.08.474.
[7] C. Boje, A. Guerriero, S. Kubicki, and Y. Rezgui, “Towards a semantic Construction Digital Twin: Directions for future research,” Automation in Construction, vol. 114. 2020. doi: 10.1016/j.autcon.2020.103179.
[8] HM Government, “Net Zero Strategy: Build Back Greener,” 2021. Accessed: Oct. 12, 2022. (Online). Available: https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/1033990/net-zero-strategy-beis.pdf
[9] Q. Lu, X. Xie, J. Heaton, A. K. Parlikad, and J. Schooling, “From BIM towards digital twin: Strategy and future development for smart asset management,” in Studies in Computational Intelligence, 2020. doi: 10.1007/978-3-030-27477-1_30.
[10] R. Ruslin, S. Mashuri, M. S. A. Rasak, F. Alhabsyi, and H. Syam, “Semi-structured Interview: A Methodological Reflection on the Development of a Qualitative Research Instrument in Educational Studies,” 2022.
[11] G. M. Sullivan and J. Anthony R. Artino, “Analyzing and Interpreting Data from Likert-Type Scales,” J Grad Med Educ, vol. 5, no. 4, p. 541, Dec. 2013, doi: 10.4300/JGME-5-4-18.
[12] RIBA, “Plan of Work 2020,” 2020. (Online). Available: https://www.architecture.com/knowledge-and-resources/resources-landing-page/riba-plan-of-work
[13] I. Petri, Y. Rezgui, A. Ghoroghi, and A. Alzahrani, “Digital twins for performance management in the built environment,” J Ind Inf Integr, vol. 33, p. 100445, Jun. 2023, doi: 10.1016/J.JII.2023.100445.
[14] Q. Lu, X. Xie, A. K. Parlikad, and J. M. Schooling, “Digital twin-enabled anomaly detection for built asset monitoring in operation and maintenance,” Autom Constr, vol. 118, p. 103277, Oct. 2020, doi: 10.1016/J.AUTCON.2020.103277.
[15] RICS, “Digital twins from design to handover of constructed assets,” 2022. Accessed: Aug. 14, 2023. (Online). Available: https://webcache.googleusercontent.com/search?q=cache:T8TCLSAkKsIJ: https://www.rics.org/content/dam/ricsglobal/documents/research/digital- twins-from-design-to-handover-of-constructed-assets.pdf&cd=22&hl= en&ct=clnk&gl=uk
[16] D. Quirk, J. Lanni, and N. Chauhan, “Digital twins: Details of implementation,” ASHRAE J, vol. 62, no. 10, pp. 20–24, 2020.
[17] C. Boje, A. Guerriero, S. Kubicki, and Y. Rezgui, “Towards a semantic Construction Digital Twin: Directions for future research,” Autom Constr, vol. 114, p. 103179, Jun. 2020, doi: 10.1016/J.AUTCON.2020.103179.
[18] L. Wright and S. Davidson, “How to tell the difference between a model and a digital twin,” Adv Model Simul Eng Sci, vol. 7, no. 1, pp. 1–13, Dec. 2020, doi: 10.1186/S40323-020-00147-4/FIGURES/4.
[19] B. Schleich, N. Anwer, L. Mathieu, and S. Wartzack, “Shaping the digital twin for design and production engineering,” CIRP Annals, vol. 66, no. 1, pp. 141–144, Jan. 2017, doi: 10.1016/J.CIRP.2017.04.040.
[20] B. Cohen Boulakia, G. Cesi, Z. Chevallier, and B. Finance, “A Reference Architecture for Smart Building Digital Twin,” 2020. Accessed: Jun. 16, 2021. (Online). Available: https://www.researchgate.net/publication/340621918
[21] R. van Dinter, B. Tekinerdogan, and C. Catal, “Predictive maintenance using digital twins: A systematic literature review,” Inf Softw Technol, vol. 151, p. 107008, Nov. 2022, doi: 10.1016/J.INFSOF.2022.107008.
[22] G. Angjeliu, D. Coronelli, and G. Cardani, “Development of the simulation model for Digital Twin applications in historical masonry buildings: The integration between numerical and experimental reality,” Comput Struct, vol. 238, p. 106282, Oct. 2020, doi: 10.1016/j.compstruc.2020.106282.
[23] J. M. Müller, “Antecedents to Digital Platform Usage in Industry 4.0 by Established Manufacturers,” Sustainability 2019, Vol. 11, Page 1121, vol. 11, no. 4, p. 1121, Feb. 2019, doi: 10.3390/SU11041121.
[24] L. Baumgartner, L. Brägger, K. Koebel, J. Scheidegger, and A. Çöltekin, “Visually Annotated Responsive Digital Twins for Remote Collaboration in Mixed Reality Environments”, doi: 10.5194/isprs-annals-V-4-2022-329-2022.
[25] W. Reim, E. Andersson, and K. Eckerwall, “Enabling collaboration on digital platforms: a study of digital twins,” https://doi.org/10.1080/00207543.2022.2116499, vol. 61, no. 12, pp. 3926–3942, 2022, doi: 10.1080/00207543.2022.2116499.
[26] T. D. Nguyen and S. Adhikari, “The Role of BIM in Integrating Digital Twin in Building Construction: A Literature Review,” Sustainability 2023, Vol. 15, Page 10462, vol. 15, no. 13, p. 10462, Jul. 2023, doi: 10.3390/SU151310462.
[27] V. Weerapura, R. Sugathadasa, M. M. De Silva, I. Nielsen, and A. Thibbotuwawa, “Feasibility of Digital Twins to Manage the Operational Risks in the Production of a Ready-Mix Concrete Plant,” Buildings 2023, Vol. 13, Page 447, vol. 13, no. 2, p. 447, Feb. 2023, doi: 10.3390/BUILDINGS13020447.
[28] H. Omrany, K. M. Al-Obaidi, A. Husain, and A. Ghaffarianhoseini, “Digital Twins in the Construction Industry: A Comprehensive Review of Current Implementations, Enabling Technologies, and Future Directions,” Sustainability 2023, Vol. 15, Page 10908, vol. 15, no. 14, p. 10908, Jul. 2023, doi: 10.3390/SU151410908.
[29] E. Papadonikolaki and C. Anumba, “How can Digital Twins support the Net Zero vision?,” In: (Proceedings) 19th International Conference on Computing in Civil& Building Engineering (ICCCBE),. ICCCBE 2022: Cape Town, South Africa. (2022), Oct. 2022, Accessed: Aug. 14, 2023. (Online). Available: https://icccbe.org/#about
[30] “The road to net zero: government HQ Digital Twin helps turn complex questions into simple answers - Arup.” https://www.arup.com/projects/the-road-to-net-zero-government-hq- digital-twin-helps-turn-complex-questions-into-simple-answers (accessed Aug. 14, 2023).
[31] M. Grieves, “Digital Twin: Manufacturing Excellence through Virtual Factory Replication - A Whitepaper by Dr. Michael Grieves,” White Paper, no. March, pp. 1–7, 2014, (Online). Available: https://www.researchgate.net/publication/275211047_Digital_Twin_ Manufacturing_Excellence_through_Virtual_Factory_Replication
[32] R. Ward et al., “The challenges of using live-streamed data in a predictive digital twin,” https://doi.org/10.1080/19401493.2023.2187463, vol. 2023, no. 5, pp. 609–630, 2023, doi: 10.1080/19401493.2023.2187463.
[33] R. da S. Mendonça, S. de O. Lins, I. V. de Bessa, F. A. de Carvalho Ayres, R. L. P. de Medeiros, and V. F. de Lucena, “Digital Twin Applications: A Survey of Recent Advances and Challenges,” Processes 2022, Vol. 10, Page 744, vol. 10, no. 4, p. 744, Apr. 2022, doi: 10.3390/PR10040744.
[34] M. Attaran and B. G. Celik, “Digital Twin: Benefits, use cases, challenges, and opportunities,” Decision Analytics Journal, vol. 6, p. 100165, Mar. 2023, doi: 10.1016/J.DAJOUR.2023.100165.
[35] R. Bennett, J. Bugri, D. Adade, and W. Timo De Vries, “Digital Twin for Active Stakeholder Participation in Land-Use Planning,” Land 2023, Vol. 12, Page 538, vol. 12, no. 3, p. 538, Feb. 2023, doi: 10.3390/LAND12030538.
[36] D. Lee, S. H. Lee, N. Masoud, M. S. Krishnan, and V. C. Li, “Integrated digital twin and blockchain framework to support accountable information sharing in construction projects,” Autom Constr, vol. 127, p. 103688, Jul. 2021, doi: 10.1016/J.AUTCON.2021.103688.
[37] K. din Wong and Q. Fan, “Building information modelling (BIM) for sustainable building design,” Facilities, vol. 31, no. 3, pp. 138–157, Feb. 2013, doi: 10.1108/02632771311299412.
[38] NACF, “NACF Construction Frameworks: trust in local government to deliver | Local Government Association,” NACF Construction Frameworks, Local Government Association, 2016. https://www.local.gov.uk/nacf-construction-frameworks-trust-local-government-deliver (accessed Feb. 07, 2023).
[39] J. Zhang, A. Brintrup, A. Calinescu, E. Kosasih, and A. Sharma, “Supply Chain Digital Twin Framework Design: An Approach of Supply Chain Operations Reference Model and System of Systems”.
[40] D. Satola et al., “Comparative review of international approaches to net-zero buildings: Knowledge-sharing initiative to develop design strategies for greenhouse gas emissions reduction Energy for Sustainable Development,” 2022, doi: 10.1016/j.esd.2022.10.005.
[41] A. Fuller, Z. Fan, C. Day, and C. Barlow, “Digital Twin: Enabling Technologies, Challenges and Open Research,” IEEE Access, vol. 8, 2020, doi: 10.1109/ACCESS.2020.2998358.
[42] I. Atkinson, “MMC: Why It’s Time to Set the Standard - UK Construction Online,” 2021, Sep. 27, 2021. https://www.ukconstructionmedia.co.uk/features/mmc-why-its-time-to-set-the-standard/ (accessed Jan. 12, 2022).
[43] K. Ayinla, E. Vakaj, F. Cheung, and A.-R. H. Tawil, “A Semantic Offsite Construction Digital Twin-Offsite Manufacturing Production Workflow (OPW) Ontology”.
[44] M. Liu, S. Fang, H. Dong, and C. Xu, “Review of digital twin about concepts, technologies, and industrial applications,” J Manuf Syst, vol. 58, pp. 346–361, 2021, doi: 10.1016/j.jmsy.2020.06.017.
[45] Y. Pan and L. Zhang, “A BIM-data mining integrated digital twin framework for advanced project management,” Autom Constr, vol. 124, 2021, doi: 10.1016/j.autcon.2021.103564.
[46] M. Panarotto, O. Isaksson, and V. Vial, “Cost-efficient digital twins for design space exploration: A modular platform approach,” Comput Ind, vol. 145, p. 103813, Feb. 2023, doi: 10.1016/J.COMPIND.2022.103813.
[47] T. D. West and M. Blackburn, “Is Digital Thread/Digital Twin Affordable? A Systemic Assessment of the Cost of DoD’s Latest Manhattan Project,” Procedia Comput Sci, vol. 114, pp. 47–56, Jan. 2017, doi: 10.1016/J.PROCS.2017.09.003.
[48] D. G. J. Opoku, S. Perera, R. Osei-Kyei, and M. Rashidi, “Digital twin application in the construction industry: A literature review,” Journal of Building Engineering, vol. 40, p. 102726, Aug. 2021, doi: 10.1016/J.JOBE.2021.102726.
[49] A. Fuller, Z. Fan, C. Day, and C. Barlow, “Digital Twin: Enabling Technologies, Challenges and Open Research,” IEEE Access, vol. 8, pp. 108952–108971, 2020, doi: 10.1109/ACCESS.2020.2998358.
[50] V. Saback, C. Popescu, B. Täljsten, and T. Blanksvärd, “Analysis of Digital Twins in the Construction Industry: Current Trends and Applications”, doi: 10.1007/978-3-031-32511-3_110.