Towards an integrative framework for BIM and artificial intelligence capabilities in smart architecture, engineering, construction, and operations projects

IF 9.6 1区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY
Josivan Leite Alves , Rachel Perez Palha , Adiel Teixeira de Almeida Filho
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引用次数: 0

Abstract

The Architecture, Engineering, Construction, and Operations (AECO) sector gains significant advantages through generating and effectively managing BIM data. This increased available data can be fundamental in deriving innovative advances by processing them through artificial intelligence (AI) models. In this context, this paper investigates how BIM and AI capabilities can benefit the development of smart AECO projects. The research design is a systematic literature review, applying bibliometric and content analysis. First, the paper explores the relationships between the topics of AI and BIM applications, identifies seven core domains of BIM and AI finds application, explores research contributions, the problems addressed, and their primary outcomes. Second, the paper maps out 14 BIM and 16 AI capabilities fundamental to developing smart projects. Third, three propositions that sustain an integrative framework are suggested. The article also suggests that practitioners identify critical organizational capabilities to be built and strengthened.

Abstract Image

为智能建筑、工程、施工和运营项目中的 BIM 和人工智能能力制定综合框架
建筑、工程、施工和运营(AECO)部门通过生成和有效管理BIM数据获得了显著优势。这些增加的可用数据对于通过人工智能(AI)模型处理数据来获得创新进展至关重要。在此背景下,本文探讨了BIM和AI功能如何使智能AECO项目的发展受益。研究设计采用文献计量学和内容分析法进行系统的文献综述。首先,本文探讨了人工智能和BIM应用主题之间的关系,确定了BIM和人工智能应用的七个核心领域,探讨了研究贡献、解决的问题及其主要成果。其次,本文列出了开发智能项目的14个BIM和16个AI功能。第三,提出了支撑一体化框架的三个主张。本文还建议实践者确定需要建立和加强的关键组织能力。
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来源期刊
Automation in Construction
Automation in Construction 工程技术-工程:土木
CiteScore
19.20
自引率
16.50%
发文量
563
审稿时长
8.5 months
期刊介绍: Automation in Construction is an international journal that focuses on publishing original research papers related to the use of Information Technologies in various aspects of the construction industry. The journal covers topics such as design, engineering, construction technologies, and the maintenance and management of constructed facilities. The scope of Automation in Construction is extensive and covers all stages of the construction life cycle. This includes initial planning and design, construction of the facility, operation and maintenance, as well as the eventual dismantling and recycling of buildings and engineering structures.
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