Concept, Creation, Services and Future Directions of Digital Twins in the Construction Industry: A Systematic Literature Review

IF 9.7 2区 工程技术 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Jiming Liu, Liping Duan, Siwei Lin, Ji Miao, Jincheng Zhao
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引用次数: 0

Abstract

Currently, the engineering problems encountered in digital transformation of the construction industry are very complicated and need to be solved by integrating multiple technologies. Consequently, the concept of digital twin (DT) was introduced and quickly applied throughout the building lifecycle. Despite this, many practitioners lack understanding of DT in the construction industry (DT-CI) and its implementation. To overcome this issue, this paper presents a comprehensive and detailed review of DT-CI through a systematic literature review (SLR) that incorporates both quantitative and qualitative analysis. In this study, 222 DT-CI studies were selected from a pool of 2619 publications across multiple databases, and 43 related researches were supplemented by the backward snowballing method based on co-citation analysis to generate the final bibliographic database. This paper quantitatively analyzes the current state, hotspots, and development trends of DT-CI research through a bibliometric review, and systematically clarifies the concept, creation, services, and future directions of DT-CI through a framework-based review. Finally, based on the SLR outcomes, this paper offers recommendations for future work and DT-CI implementation. Contrary to other reviews within this field, this paper adheres to a rigorous SLR protocol to ensure the reproducibility of review results. Moreover, by comparing construction and non-construction DT concepts, we highlight the unique characteristics of DT-CI, namely its association with building information modeling (BIM) and emphasis on geometric reconstruction of building entities.

Abstract Image

建筑业数字双胞胎的概念、创建、服务和未来发展方向:系统性文献综述
目前,建筑业数字化转型中遇到的工程问题非常复杂,需要多种技术的整合来解决。因此,数字孪生(DT)的概念被引入并迅速应用于整个建筑生命周期。尽管如此,许多从业者对建筑行业的DT (DT- ci)及其实施缺乏了解。为了克服这一问题,本文通过系统文献综述(SLR),结合定量和定性分析,对DT-CI进行了全面而详细的回顾。本研究从多个数据库的2619篇文献中选取222篇DT-CI研究,并采用基于共被引分析的反向滚雪球法对43篇相关研究进行补充,生成最终的书目数据库。本文通过文献计量学综述,定量分析了DT-CI研究的现状、热点和发展趋势,并通过基于框架的综述,系统梳理了DT-CI的概念、创造、服务和未来发展方向。最后,基于SLR结果,本文提出了未来工作和DT-CI实施的建议。与该领域的其他综述不同,本文遵循严格的单反协议,以确保综述结果的可重复性。此外,通过对建筑和非建筑DT概念的比较,我们突出了DT- ci的独特特征,即与建筑信息模型(BIM)的关联以及对建筑实体几何重构的重视。
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来源期刊
CiteScore
19.80
自引率
4.10%
发文量
153
审稿时长
>12 weeks
期刊介绍: Archives of Computational Methods in Engineering Aim and Scope: Archives of Computational Methods in Engineering serves as an active forum for disseminating research and advanced practices in computational engineering, particularly focusing on mechanics and related fields. The journal emphasizes extended state-of-the-art reviews in selected areas, a unique feature of its publication. Review Format: Reviews published in the journal offer: A survey of current literature Critical exposition of topics in their full complexity By organizing the information in this manner, readers can quickly grasp the focus, coverage, and unique features of the Archives of Computational Methods in Engineering.
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