摘要
为实现水利设施安全运行的智能化监测与管理,构建了一套集成多源传感器、无线传输与智能算法的管理平台。通过实时采集水位、流量、位移等数据,结合时序分析与异常检测算法进行风险评估,并借助GIS实现可视化预警。试验表明:平台在多类工况下监测误差小,漏报与误报率低于3.2%,综合风险评估AUC达0.95,可有效提升安全监测的准确性和响应效率。
To achieve intelligent safety monitoring and management of water conservancy facilities,this study has developed a management platform that integrates multi-source sensors,wireless transmission,and intelligent algorithms.The system collects real-time data on water level,flow,displacement and other parameters,and conducts risk assessment by combining time-series analysis and anomaly detection algorithms.In addition,GIS is employed to realize visual early warnings.Experimental results show that the platform achieves low monitoring errors under various working conditions,with false negative and false positive rates below 3.2%.The overall risk assessment reaches an AUC of 0.95,effectively improving the accuracy and response efficiency of safety monitoring.
作者
张磊
王雪莉
宋欣
ZHANG Lei;WANG Xueli;SONG Xin(Shuifa Detection Technology Co.,LTD.,Jinan 250000,China;Shandong Huaihai Construction Management Group Co.,LTD.,Jinan 250000,China)
出处
《技术与市场》
2026年第2期72-76,共5页
Technology and Market
关键词
水利设施
智能监测
安全管理
water conservancy facility
intelligent monitoring
safety management
