A Conceptual Framework of Facility Management with Artificial Intelligence for Sustainable Smart City

P. Neupane, Hyunjoo Kim
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Abstract

Most cities under traditional operation mode, which does not use modern communication technologies, are facing urban issues such as energy crisis. To ensure the quality of living in cities, many governments and organizations are coming with different innovative ideas. Recently, the concept of a sustainable smart city has been introduced. Studies have indicated that facility management is the key to achieving sustainability; however, it is challenging to integrate heterogeneous data. The traditional computing tools are inefficient to process big data, and the operating platform for facility management is mostly two dimensional. This research introduces the framework based on GIS-BIM-AI to solve those problems. The framework is applied to energy demand management in the small part of the real city, its prototype is developed, and performance is evaluated where the most important achievement is the development of a smart city operating platform that has single 3D data repository, efficient AI-based urban analytics tools, and powerful 3D visualization with a control centre to visualize, operate and manage facilities. All these features improve the quality of services and citizen’s satisfaction, saves resources, time and cost, enhances transparency,and promote public participation in decision making, which are the core principles for sustainability.
面向可持续智慧城市的人工智能设施管理概念框架
大多数传统运营模式下的城市,没有使用现代通信技术,都面临着能源危机等城市问题。为了确保城市的生活质量,许多政府和组织都提出了不同的创新想法。最近,可持续智慧城市的概念被引入。研究表明,设施管理是实现可持续性的关键;然而,异构数据的集成是一个挑战。传统计算工具处理大数据效率低下,设施管理操作平台多为二维。本研究引入了基于GIS-BIM-AI的框架来解决这些问题。该框架应用于真实城市的一小部分能源需求管理,开发了原型,并对其性能进行了评估,其中最重要的成就是开发了一个智能城市运营平台,该平台具有单一的3D数据存储库,高效的基于人工智能的城市分析工具,以及强大的3D可视化与控制中心,以可视化,操作和管理设施。所有这些特点都提高了服务质量和市民满意度,节省了资源、时间和成本,提高了透明度,促进了公众参与决策,这些都是可持续发展的核心原则。
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