基于多传感器融合的山体边坡智能监测预警系统研究
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国能四川东谷河流域水电开发有限公司,四川 甘孜 626700

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俞俊(1971—),本科,工程师,研究方向:水电站自动化管理。

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TP277

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Research on intelligent monitoring and early warning system for mountain slope based on multi sensor fusion
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Guoneng Sichuan Donggu River Basin Hydropower Development Co.,Ltd.,Ganzi,Sichuan 626700 ,China

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    摘要:

    为实现山体边坡安全的智能化监测与预警,文章设计了一套基于多传感器融合的边坡监测预警系统。该系统采用“1+N”布站模式部署GNSS基准站与监测站,集成深部位移计、雨量计等多源传感设备, 通过Kalman滤波算法实现数据融合;采用分层分布式架构建立四级预警体系,实现边坡变形实时监测、数据分析和预警信息推送。工程应用表明,系统的水平位移监测精度达±2.3mm,垂直位移监测精度达±1.5 mm,预警信息推送时效性控制在3.5s以内,可为山体边坡安全管理提供可靠的技术支持。

    Abstract:

    To achieve intelligent monitoring and early warning of mountain slope safety,this article designs a slope monitoring and early warning system based on multi-sensor fusion. The system adopts a“1+N”deployment mode to deploy GNSS reference stations and monitoring stations,integrating multi-source sensing devices such as deep displacement meters and rain gauges,and achieving data fusion through Kalman filtering algorithm. Adopting a hierarchical distributed architecture to establish a four level early warning system,realizing real-time monitoring,data analysis,and early warning information push of slope deformation. Engineering applications have shown that the horizontal displacement monitoring accuracy of the system reaches ±2.3 mm,and the vertical displacement monitoring accuracy reaches ±1.5 mm. The timeliness of warning information push is controlled within 3.5 seconds,which can provide reliable technical support for the safety management of mountain slopes.

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俞俊,马国强,熊德军,衡博.基于多传感器融合的山体边坡智能监测预警系统研究[J].计算机应用文摘,2025,41(3):116-119

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  • 在线发布日期: 2025-02-14
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