项目运行与维护中数字孪生应用的科学计量分析与评论

IF 3.6 2区 工程技术 Q1 ENGINEERING, CIVIL
Meiqi Lu, Maxwell Fordjour Antwi-Afari
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引用次数: 0

摘要

目的 数字孪生(DT)等新兴信息技术为建筑、工程和施工(AEC)行业提供了新概念,并改变了信息管理流程。尽管有许多文章与数字孪生应用相关,但与项目运营和维护(O&M)中最先进的数字孪生技术相关的现有研究领域和未来潜在方向仍有待研究。因此,本文旨在综述项目运维中 DT 应用的最新研究成果。本次综述采用了四个方法步骤,包括文献检索、文献选择、科学图谱分析和定性讨论,以深入了解 DT 在项目运维中的应用。研究结果确定了五个主流研究课题,包括:(1)基于 DT 的人工智能技术在项目运营与管理中的应用;(2)DT 助力智慧城市与可持续发展;(3)DT 在项目资产管理中的应用;(4)区块链集成 DT 在项目运营与管理中的应用;(5)DT 在先进项目管理中的应用。本研究旨在通过总结当前 DT 的发展阶段及其对研究人员和从业人员在项目运营和管理中实施 DT 的影响,提高对未来研究的认识。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A scientometric analysis and critical review of digital twin applications in project operation and maintenance

Purpose

Recent emerging information technologies like digital twin (DT) provide new concepts and transform information management processes in the architecture, engineering and construction (AEC) industry. Although numerous articles are pertinent to DT applications, existing research areas and potential future directions related to the state-of-the-art DT in project operation and maintenance (O&M) are yet to be studied. Therefore, this paper aims to review the state-of-the-art research on DT applications in project O&M.

Design/methodology/approach

The current review adopted four methodological steps, including literature search, literature selection, science mapping analysis and qualitative discussion to gain a deeper understanding of DT in project O&M. The impact and contribution of keywords and documents were examined from a total of 444 journal articles retrieved from the Scopus database.

Findings

Five mainstream research topics were identified, including (1) DT-based artificial intelligence technology for project O&M, (2) DT-enabled smart city and sustainability, (3) DT applications for project asset management, (4) Blockchain-integrated DT for project O&M and (5) DT for advanced project management. Subsequently, research gaps and future research directions were proposed.

Originality/value

This study intends to raise awareness of future research by summarizing the current DT development phases and their impact on DT implementation in project O&M among researchers and practitioners.

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来源期刊
Engineering, Construction and Architectural Management
Engineering, Construction and Architectural Management Business, Management and Accounting-General Business,Management and Accounting
CiteScore
8.10
自引率
19.50%
发文量
226
期刊介绍: ECAM publishes original peer-reviewed research papers, case studies, technical notes, book reviews, features, discussions and other contemporary articles that advance research and practice in engineering, construction and architectural management. In particular, ECAM seeks to advance integrated design and construction practices, project lifecycle management, and sustainable construction. The journal’s scope covers all aspects of architectural design, design management, construction/project management, engineering management of major infrastructure projects, and the operation and management of constructed facilities. ECAM also addresses the technological, process, economic/business, environmental/sustainability, political, and social/human developments that influence the construction project delivery process. ECAM strives to establish strong theoretical and empirical debates in the above areas of engineering, architecture, and construction research. Papers should be heavily integrated with the existing and current body of knowledge within the field and develop explicit and novel contributions. Acknowledging the global character of the field, we welcome papers on regional studies but encourage authors to position the work within the broader international context by reviewing and comparing findings from their regional study with studies conducted in other regions or countries whenever possible.
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