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Incremental digital twin framework: A design science research approach for practical deployment
Automation in Construction ( IF 9.6 ) Pub Date : 2025-01-02 , DOI: 10.1016/j.autcon.2024.105954
Diego Calvetti, Pedro Mêda, Eilif Hjelseth, Hipólito de Sousa
Automation in Construction ( IF 9.6 ) Pub Date : 2025-01-02 , DOI: 10.1016/j.autcon.2024.105954
Diego Calvetti, Pedro Mêda, Eilif Hjelseth, Hipólito de Sousa
Digital Twins (DTw) in the construction industry combine multiple digital concepts aimed at achieving high levels of automation. While the industry pursues digital transition, professionals struggle to implement DTw due to their complexity and lack of standards. An incremental approach to deploying DTw can enable phased implementations, reducing costs and delivering faster outcomes. This paper applies Design Science Research (DSR) to develop, test, and improve an incremental Digital Twin (iDTw) framework for practical deployment. The iDTw is demonstrated and evaluated over three diversified use cases (Municipality Implementations, Residential House and Industrial Facility Operation) provided by experienced professionals from different backgrounds. With-case and cross-case analyses are conducted. iDTw results gave proper responses for the use cases, demonstrating the capability to drive awareness of DTw implementation. Finally, the iDTw combines theory and practice by offering a structured approach for assessing DTw smartness levels and tailored responses, bridging theoretical concepts with real-world applications.
中文翻译:
增量数字孪生框架:一种用于实际部署的设计科学研究方法
建筑行业的数字孪生 (DTw) 结合了多种数字概念,旨在实现高水平的自动化。虽然该行业追求数字化转型,但由于 DTw 的复杂性和缺乏标准,专业人士难以实施 DTw。部署 DTw 的增量方法可以实现分阶段实施,从而降低成本并更快地交付结果。本文应用设计科学研究 (DSR) 来开发、测试和改进增量数字孪生 (iDTw) 框架,以便进行实际部署。iDTw 由来自不同背景的经验丰富的专业人士通过三个不同的用例(市政实施、住宅和工业设施运营)进行演示和评估。进行 with-case 和 cross-case 分析。iDTw 结果为用例提供了适当的响应,展示了提高 DTw 实施意识的能力。最后,iDTw 将理论与实践相结合,提供了一种结构化的方法来评估 DTw 智能水平和定制响应,将理论概念与实际应用联系起来。
更新日期:2025-01-02
中文翻译:
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增量数字孪生框架:一种用于实际部署的设计科学研究方法
建筑行业的数字孪生 (DTw) 结合了多种数字概念,旨在实现高水平的自动化。虽然该行业追求数字化转型,但由于 DTw 的复杂性和缺乏标准,专业人士难以实施 DTw。部署 DTw 的增量方法可以实现分阶段实施,从而降低成本并更快地交付结果。本文应用设计科学研究 (DSR) 来开发、测试和改进增量数字孪生 (iDTw) 框架,以便进行实际部署。iDTw 由来自不同背景的经验丰富的专业人士通过三个不同的用例(市政实施、住宅和工业设施运营)进行演示和评估。进行 with-case 和 cross-case 分析。iDTw 结果为用例提供了适当的响应,展示了提高 DTw 实施意识的能力。最后,iDTw 将理论与实践相结合,提供了一种结构化的方法来评估 DTw 智能水平和定制响应,将理论概念与实际应用联系起来。