用于监控建筑工作流程的语义数字孪生框架

IF 11.5 1区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY
Yuan Zheng , Alaa Al Barazi , Olli Seppänen , Hisham Abou-Ibrahim , Christopher Görsch
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引用次数: 0

摘要

随着建筑工作流程变得越来越动态,越来越需要数字孪生(dt)来支持集成的、实时的工作流程监控。然而,由于数据源的碎片化和缺乏系统的语义集成方法,在建筑中建立dtd仍然具有挑战性。本文研究了如何系统地应用语义web本体来建立用于监控建筑工作流的语义DT。据此,提出了一种DT框架(DiCon-DT),利用本体网络对各种数据进行建模,并将其整合到语义DT数据湖中,进一步实现仿真和上下文解释。通过家具安装案例研究验证,该框架成功地实现了语义数据集成,并支持施工监控的预测和认知任务。未来的研究应该集中在扩展本体网络,自动化语义数据映射,以及在更大的复杂项目规模上验证框架。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Semantic digital twin framework for monitoring construction workflows
As construction workflows become increasingly dynamic, there is a growing need for Digital Twins (DTs) to support integrated, real-time workflow monitoring. However, establishing DTs in construction remains challenging due to fragmented data sources and the lack of systematic semantic integration methods. This paper investigates how semantic web ontologies can be systematically applied to establish a semantic DT for monitoring construction workflows. Accordingly, a DT framework (DiCon-DT) is proposed, utilizing an ontology network to model and integrate diverse data into a semantic DT data lake, and further enabling simulation and contextual interpretation. Validated through a furniture installation case study, the framework successfully enabled semantic data integration and supported predictive and cognitive tasks for construction monitoring. Future research should focus on extending the ontology network, automating semantic data mapping, and validating the framework at larger complex project scales.
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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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