通过激励机制实现智能建筑的精细化数字孪生共享框架

IF 9.8 1区 工程技术 Q1 ENGINEERING, INDUSTRIAL
Jianhua Xiao , Siyuan Ma , Shuyi Wang , George Q. Huang
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引用次数: 0

摘要

预制建筑越来越多地应用于建筑行业。近期学术界和工业界的努力突出表明,数字孪生即服务(DTaaS)是一种创新解决方案,可对每个独特模块进行持续监测、精确控制和优化维护,从而加强预制建筑的优势。然而,数字孪生的复杂性给平台和分包商应用和充分理解这项技术带来了巨大挑战。因此,开发一个精心设计的共享环境至关重要,利益相关方可自愿共享数字孪生资源,以实现协同效益。本研究提出了一个基于区块链的创新型细粒度数字孪生共享框架,其详细架构集中在预制建筑的两个关键阶段:现场施工以及涉及仓储和运输的物流。研究引入了激励机制,以鼓励所有参与数字孪生共享框架的利益相关者贡献和共享更多数字孪生资源。进化博弈和合作博弈探索了激励政策的有效设置,旨在通过激励用户共享细粒度的数字孪生来确保拟议系统的可行性和可持续性。数学和数值结果表明了有/无预算限制的最优补贴政策,并进一步强调了精心设计的激励措施的有效性。研究结果表明,在建议的激励措施下,盈利能力和数字孪生共享方面都取得了更好的表现。在有一定预算的情况下,补贴主要用于抵消成本,而在预算充裕的情况下,重点则转向提高质量。这项研究为数字孪生的再利用和开发奠定了坚实的基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fine-grained digital twin sharing framework for smart construction through an incentive mechanism

Prefabricated construction is increasingly applied in the construction industry. Recent academic and industrial efforts highlight that Digital Twin as a Service (DTaaS) is an innovative solution to strengthen the advantages of prefabricated construction by enabling continuous monitoring, precise control, and optimized maintenance of each unique module. However, the complexity of digital twins presents significant challenges for both platforms and subcontractors to apply and fully understand this technology. It is, therefore, crucial to develop a well-designed sharing environment where stakeholders volunteer to share their digital twin resources for synergistic benefits. This research proposes an innovative blockchain-based fine-grained digital twin sharing framework, with detailed architecture focused on two key stages of prefabricated construction: on-site construction and logistics involving warehousing and transport. An incentive mechanism is introduced to encourage all the stakeholders engaged in digital twin sharing framework to contribute and share more digital twin resources. Evolutionary and cooperative games explore the effective settings of the incentive policies, aiming to ensure the feasibility and sustainability of the proposed system by motivating users to share digital twins with fine granularity. Mathematical and numerical results demonstrate the optimal subsidy policies with/without budgetary constraints and further highlight the effectiveness of well-crafted incentives. Findings reveal that better performance in terms of profitability and digital twin sharing is achieved under the proposed incentives. Subsidies are primarily allocated to offset costs with a certain budget, whereas the emphasis shifts towards quality improvement under an ample budget. This study lays a solid foundation for digital twin reuse and development.

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来源期刊
International Journal of Production Economics
International Journal of Production Economics 管理科学-工程:工业
CiteScore
21.40
自引率
7.50%
发文量
266
审稿时长
52 days
期刊介绍: The International Journal of Production Economics focuses on the interface between engineering and management. It covers all aspects of manufacturing and process industries, as well as production in general. The journal is interdisciplinary, considering activities throughout the product life cycle and material flow cycle. It aims to disseminate knowledge for improving industrial practice and strengthening the theoretical base for decision making. The journal serves as a forum for exchanging ideas and presenting new developments in theory and application, combining academic standards with practical value for industrial applications.
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