Data integration for space-aware Digital Twins of hospital operations

IF 9.6 1区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY
Nicola Moretti , Yin-Chi Chan , Momoko Nakaoka , Anandarup Mukherjee , Jorge Merino , Ajith Kumar Parlikad
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引用次数: 0

Abstract

Healthcare facilities are complex systems where operational efficiency depends on space, processes, resources, and logistics. While many studies propose process-simulation-based improvements, few dynamically consider the built space’s effect on process efficiency. The critical challenge here is the effective integration of data from these disparate domains. This article addresses this challenge by proposing an open Building Information Modelling (BIM) to Discrete Event Simulation (DES) data integration framework towards the development of a space-aware process Digital Twin (DT), with the goal of determining and controlling the impact of spatial layout and built asset performance on core-process throughput. A case study of a multi-storey Histopathology laboratory demonstrates how the impact of changes in travel time between process stages, due to a faulty lift and functional re-configurations, on laboratory turnaround time can be managed integrating up-to-date building information in modelling core business processes. This is achieved through the space-aware process DT architecture.
医院操作的空间感知数字孪生数据集成
医疗保健设施是复杂的系统,其操作效率取决于空间、流程、资源和物流。虽然许多研究提出了基于过程模拟的改进,但很少动态地考虑建筑空间对过程效率的影响。这里的关键挑战是有效地集成来自这些不同领域的数据。本文通过提出一个开放的建筑信息模型(BIM)到离散事件模拟(DES)数据集成框架来解决这一挑战,以开发空间感知过程数字孪生(DT),其目标是确定和控制空间布局和建筑资产性能对核心过程吞吐量的影响。一个多层组织病理学实验室的案例研究展示了如何将最新的建筑信息整合到核心业务流程建模中,以管理由于电梯故障和功能重新配置导致的流程阶段之间的行程时间变化对实验室周转时间的影响。这是通过空间感知进程DT架构实现的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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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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