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基于贝叶斯理论的城市供水管网泄漏在线检测与定位
引用本文:李霞,王晓东,赵新华,李国金.基于贝叶斯理论的城市供水管网泄漏在线检测与定位[J].给水排水,2006,32(12):96-99.
作者姓名:李霞  王晓东  赵新华  李国金
作者单位:1. 天津理工大学环境科学与安全工程学院,天津,300191
2. 天津大学环境科学与工程学院,天津,300072
3. 天津市市政工程设计研究院,天津,300051
摘    要:许多城市的供水管网都安装了SCADA(Supervisory Control And Data Acquisition)系统,基于SCADA系统监测到的数据可对管网泄漏进行检测。通过引进统计学概率论中一基本定理——贝叶斯定理来建立管网泄漏的在线检测与定位模型,一定程度上解决了水力模拟误差、测量误差、测点配置等因素导致的不确定性问题。模型通过实例考核取得较为满意的诊断结果。

关 键 词:供水管网  在线  泄漏检测  贝叶斯理论  定位
修稿时间:2006年4月28日

Bayesian theorem based on-line leakage detection and localization of municipal water supply network
Li Xia,Wang Xiao-dong,Zhao Xin-hua,Li Guo-jin.Bayesian theorem based on-line leakage detection and localization of municipal water supply network[J].Water & Wastewater Engineering,2006,32(12):96-99.
Authors:Li Xia  Wang Xiao-dong  Zhao Xin-hua  Li Guo-jin
Abstract:Supervisory Control And Data Acquisition(SCADA)system has been installed in many municipal water supply networks.Now the Bayesian system identification methodology is proposed to identify the location and the severity of damage in a water supply network by on-line water pressures monitoring at some selected positions of the network,which can treat explicitly the uncertainties arising from the hydraulic model error,measurement error and sensor configuration.This model has been examined by an actual water network,and the result is satisfying.
Keywords:Water supply network  On-line  Leakage detection  Bayesian theorem  Localization
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