数字孪生智慧城市的全球视角:创新、挑战和实现可持续城市未来的途径

IF 10.5 1区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY
Maira Alvi, Hrishikesh Dutta, Roberto Minerva, Noel Crespi, Syed Mohsan Raza, Manoj Herath
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引用次数: 0

摘要

在当今的数字时代,在智慧城市框架内集成数字孪生(DT)技术变得越来越重要。随着城市地区发展成为以互联设备和数据驱动管理系统为特征的智能生态系统,数字孪生为管理这些智能城市提供了一种动态方法。本文深入探讨了数字孪生在推进智慧城市框架中的作用,调查了最近的研究、方法和案例研究,突出了它们在城市管理中的适用性,包括交通、医疗保健、能源管理和环境监测等领域。此外,本文还深入探讨了数字孪生和数字孪生智慧城市的基本概念,提出了一个多层结构,强调每一层在创建综合城市数字孪生平台中的作用。我们还根据其发展成熟度研究了正在进行的全球数字孪生项目,讨论了部署这些系统的挑战,并探索了新兴工具,如传感器基础设施有限地区的合成传感。通过总结最新技术、确定研究差距和讨论未来方向,本综述为寻求利用数字孪生技术实现更可持续、更高效和更有弹性的智慧城市的研究人员和实践者提供了基础参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Global perspectives on digital twin smart cities: Innovations, challenges, and pathways to a sustainable urban future
The integration of digital twin (DT) technology within smart city frameworks is becoming increasingly significant in today’s digital age. As urban areas evolve into smart ecosystems characterized by interconnected devices and data-driven management systems, digital twins provide a dynamic approach to managing these smart cities. This paper delivers an in-depth exploration of the role of digital twins in advancing smart city frameworks, surveying recent research, methodologies, and case studies that highlight their applicability in urban management, including sectors like mobility, healthcare, energy management, and environmental monitoring. Additionally, the paper delves into the foundational concepts of digital twins and digital twin smart cities, presenting a multilayered structure that emphasizes the role of each layer in creating a comprehensive urban digital twin platform. We also examine the ongoing global digital twin projects based on their development maturity, discuss the challenges of deploying these systems, and explores emerging tools such as synthetic sensing for areas with limited sensor infrastructure. By summarizing the state of the art, identifying research gaps, and discussing future directions, this review serves as a foundational reference for researchers and practitioners seeking to harness digital twin technology for more sustainable, efficient, and resilient smart cities.
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来源期刊
Sustainable Cities and Society
Sustainable Cities and Society Social Sciences-Geography, Planning and Development
CiteScore
22.00
自引率
13.70%
发文量
810
审稿时长
27 days
期刊介绍: Sustainable Cities and Society (SCS) is an international journal that focuses on fundamental and applied research to promote environmentally sustainable and socially resilient cities. The journal welcomes cross-cutting, multi-disciplinary research in various areas, including: 1. Smart cities and resilient environments; 2. Alternative/clean energy sources, energy distribution, distributed energy generation, and energy demand reduction/management; 3. Monitoring and improving air quality in built environment and cities (e.g., healthy built environment and air quality management); 4. Energy efficient, low/zero carbon, and green buildings/communities; 5. Climate change mitigation and adaptation in urban environments; 6. Green infrastructure and BMPs; 7. Environmental Footprint accounting and management; 8. Urban agriculture and forestry; 9. ICT, smart grid and intelligent infrastructure; 10. Urban design/planning, regulations, legislation, certification, economics, and policy; 11. Social aspects, impacts and resiliency of cities; 12. Behavior monitoring, analysis and change within urban communities; 13. Health monitoring and improvement; 14. Nexus issues related to sustainable cities and societies; 15. Smart city governance; 16. Decision Support Systems for trade-off and uncertainty analysis for improved management of cities and society; 17. Big data, machine learning, and artificial intelligence applications and case studies; 18. Critical infrastructure protection, including security, privacy, forensics, and reliability issues of cyber-physical systems. 19. Water footprint reduction and urban water distribution, harvesting, treatment, reuse and management; 20. Waste reduction and recycling; 21. Wastewater collection, treatment and recycling; 22. Smart, clean and healthy transportation systems and infrastructure;
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