首页|基于微服务的地铁隧道多源异构传感器自动化监控系统建设与实践

基于微服务的地铁隧道多源异构传感器自动化监控系统建设与实践

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针对地铁隧道监控系统存在的架构臃肿、灵活度低,传感器集成难,大吞吐数据传输延迟大,缺乏数据处理算法与信息挖掘模型问题,提出基于微服务、5G、人工智能的解决方法,建立了地铁隧道的多源异构传感器自动化监控系统.系统基于灵活、易扩展的架构实现,能够快速对多源异构传感器进行集成.同时,系统实现了监控视频等大吞吐数据的在线传输与存储,以及高通量实时监测数据的高级解算与信息挖掘,为全面、精准地监控地铁隧道结构变形提供了技术手段.
Construction and Practice of Multi-source Heterogeneous Sensor Automatic Monitoring System Based on Micro-service in Subway Tunnels
The existing subway tunnel monitoring system has the problems of bloated system structure with low flexibility,difficult sensor integration,large throughput data transmission delay,and lack of data processing algorithms and information mining models. To solve these problems,a solution based on microservices,5G and artificial intelligence has been proposed,and a multi-source heterogeneous sensor auto-matic monitoring system has been established.The system is implemented based on a flexible and easily expandable architecture,which can quickly integrate multi-source heterogeneous sensors. At the same time,the system realizes the online transmission and storage of high-throughput data such as surveillance video,as well as the advanced calculation and information mining of high-throughput real-time monito-ring data,providing technical means for comprehensive and accurate monitoring of subway tunnel structural deformation.

subway tunnelmicroservicemulti-source heterogeneous sensorautomatic deformation monitoring system

张姗姗、李家平、张明

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上海勘察设计研究院(集团)有限公司,上海 200093

上海地铁监护管理有限公司,上海 200070

地铁隧道 微服务 多源异构传感器 自动化变形监控系统

2024

城市勘测
中国城市规划协会 武汉市测绘研究院

城市勘测

影响因子:0.488
ISSN:1672-8262
年,卷(期):2024.(3)
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