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基于人工智能技术的市政基础设施运维管控平台架构研究

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市政基础设施运维存在多业务交叠、多类型场景并存等问题,为融合不同类型、多种场景的市政基础设施运维管控业务,文章提出了一种基于人工智能技术的市政基础设施运维管控平台架构。通过分析市政基础设施运维管控的研究现状,针对市政管线、城市道路、城市环卫、城市水务和应急消防五大典型场景,提出涵盖五个功能子模块的设计方案,并构建了包含多源数据融合、数字孪生仿真、数据隐私保护和智能自主决策等人工智能技术的平台架构。本文为市政基础设施智能化运维管控平台的建设提供发展思路,有助于提高城市治理效率,促进智慧城市发展。
Research on the Architecture of Municipal Infrastructure Operation and Maintenance Control Platform Based on Artificial Intelligence Technology
The operation and maintenance of municipal infrastructure faces problems such as overlapping business and coexistence of multiple types of scenarios.In order to integrate the management and control of municipal infrastructure operation and maintenance for different types and various scenarios,this article proposes an architecture for a municipal infrastructure operation and maintenance control platform based on artificial intelligence technology.By analyzing the research status of municipal infrastructure operation and maintenance management,aiming at five typical scenarios of municipal pipelines,urban roads,urban sanitation,urban water and emergency fire protection,design schemes covering five functional sub-modules are proposed.The platform architecture that includes artificial intelligence technologies such as multi-source data fusion,digital twin simulation,data privacy protection and intelligent autonomous decision-making is constructed.This article provides development ideas for the construction of an intelligent operation and maintenance control platform for municipal infrastructure,which can help improve urban governance efficiency and promote smart city development.

artificial intelligencemunicipal infrastructureoperation and maintenance controlplatform architecture

张梦霞、鲁斌

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上海市政工程设计研究总院(集团)有限公司

人工智能 市政基础设施 运维管控 平台架构

上海市住房和城乡建设管理委员会科研项目国家重点研发计划

沪建科2021-002-0332020YFB2103300

2024

智能建筑与智慧城市
中国勘察设计协会

智能建筑与智慧城市

影响因子:0.317
ISSN:2096-1405
年,卷(期):2024.(4)
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