Delving into the Digital Twin Developments and Applications in the Construction Industry: A PRISMA Approach

Author:

Afzal Muhammad1ORCID,Li Rita Yi Man2ORCID,Shoaib Muhammad1,Ayyub Muhammad Faisal3,Tagliabue Lavinia Chiara4ORCID,Bilal Muhammad5,Ghafoor Habiba6,Manta Otilia78ORCID

Affiliation:

1. Department of Architecture, Built Environment and Construction Engineering (DABC), Politecnico di Milano, 20133 Milano, Italy

2. Sustainable Real Estate Research Center, Department of Economics and Finance, Hong Kong Shue Yan University, North Point, Hong Kong 999077, China

3. Department of Civil, Chemical, Environmental and Material Engineering—DICAM, Alma Mater Studiorum, University of Bologna, 40126 Bologna, Italy

4. Department of Computer Science, University of Turin, 10149 Turin, Italy

5. Department of Construction Engineering and Management, National University of Science and Technology (NUST), Islamabad 44000, Pakistan

6. Descon Engineering Limited, Kasur Road Sufiabad, Lahore 54760, Pakistan

7. Romanian Academy, Center for Financial and Monetary Research, Victor Slăvescu, 050711 Bucharest, Romania

8. Research Department, Romanian American University, 012101 Bucharest, Romania

Abstract

Construction 4.0 is witnessing exponential growth in digital twin (DT) technology developments and applications, revolutionizing the adoption of building information modelling (BIM) and other emerging technologies used throughout the built environment lifecycle. BIM provides technologies, procedures, and data schemas representing building components and systems. At the same time, the DT enhances this with real-time data for integrating cyber-physical systems, enabling live asset monitoring and better decision making. Despite being in the early stages of development, DT applications have rapidly progressed in the AEC sector, resulting in a diverse literature landscape due to the various technologies and parameters involved in fully developing the DT technology. The intricate complexities inherent in digital twin advancements have confused professionals and researchers. This confusion arises from the nuanced distinctions between the two technologies, i.e., BIM and DT, causing a convergence that hinders realizing their potential. To address this confusion and lead to a swift development of DT technology, this study provides a holistic review of the existing research focusing on the critical components responsible for developing the applications of DT technology in the construction industry. It highlights five crucial elements: technologies, maturity levels, data layers, enablers, and functionalities. Additionally, it identifies research gaps and proposes future avenues for streamlined DT developments and applications in the AEC sector. Future researchers and practitioners can target data integrity, integration and transmission, bi-directional interoperability, non-technical factors, and data security to achieve mature digital twin applications for AEC practices. This study highlights the growing significance of DTs in construction and provides a foundation for further advancements in this field to harness its potential to transform built environment practices. It also pinpoints the latest developments in AI, namely the large language model (LLM) and retrieval-augmented generation (RAG)’s implications for DT education, policies, and the construction industry’s practices.

Publisher

MDPI AG

Subject

Management, Monitoring, Policy and Law,Renewable Energy, Sustainability and the Environment,Geography, Planning and Development,Building and Construction

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3