通过智能和可互操作的服务提供基于web的3D城市决策支持

Shaun K. Howell, J. Hippolyte, Bejay Jayan, Jonathan Reynolds, Y. Rezgui
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引用次数: 7

摘要

利用信息和通信技术支持城市业务决策者已引起工业界和学术界的广泛兴趣。这有助于智慧城市领域的几个研究领域成熟起来,比如物联网、控制论和信息学。然而,这些研究领域仍然是孤立的,这导致了文献上的明显空白。本文认识到上述差距在英国威尔士的一个新的智能城市地区表现出来,并提出了一个平台,旨在展示利用这些研究领域之间的协同效应的好处。在与试点地区的各种利益相关者协商后,该平台利用先进的传感、分析、互操作性和可视化组件,为该地区的设施管理人员提供有价值的人机交互。通过高级决策支持接口,以及时、引人入胜和可访问的方式交付这些高价值的知识。本文首先介绍了该平台的软件体系结构,然后详细讨论了决策支持接口、智能web服务和互操作性组件。该解决方案超越现有物联网平台的主要贡献是使用3D游戏引擎,机器学习和优化web服务,以及跨知识价值链的集成。这种知识整合是通过对该地区的建筑、城市环境、社会技术系统和智能设备的语义建模来实现的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Web-based 3D urban decision support through intelligent and interoperable services
The application of information and communications technology to support urban operational decision makers has received vast interest from industry and academia. This has helped to mature several fields of research within the smart city domain, such as the internet of things, cybernetics, and informatics. However, these fields of research remain siloed, which leads to a clear gap in the literature. The paper recognizes the mentioned gap manifesting in a new smart urban area in Wales, UK, and presents a platform which intends to demonstrate the benefits of exploiting the synergies between these fields of research. Following consultation with various stakeholders at the pilot site, the platform utilizes advanced sensing, analytics, interoperability, and visualization components to provide valuable human-machine interactions to facility managers in the district. Delivering this high value knowledge in a timely, engaging, and accessible manner through advanced decision support interfaces. The paper presents the platform's software architecture, before discussing the decision support interface, intelligent web services, and interoperability components in more detail. The solution's key contributions beyond existing internet of things platforms are the use of a 3D game engine, machine learning and optimization web services, and the integration across the knowledge value chain. This knowledge integration is achieved through semantic modelling of the buildings, urban environment, socio-technical systems, and smart devices in the district.
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