期刊文献+

基于SCADA数据的长距离输水管爆管定位研究 被引量:5

Location of Burst Point in Long Distance Water Pipe Based on SCADA Monitoring Data
原文传递
导出
摘要 推导并建立了基于管道压力、流量监测系统与长距离输水管水力模型相结合的爆管定位模型,根据爆管前后压力和流量实时监控数据的变化判断是否出现爆管,利用爆管前后的监测值变化计算爆管可能发生的位置。模型中采用了Ransac算法提取爆管定位模型的参数,并进行了参数敏感性分析。以南方某市长距离输水管线爆管实例进行了验证,结果表明该模型对于输水管实时爆管预警和定位是可行的,并能保障合理的精度。当爆管或异常现象发生时,可运用该模型指导一线人员及时到达现场核实和处理,提高爆管处理效率。 A model was proposed to locate the burst point in long distance water pipe, based on the pipeline flow and the pressure data from the monitoring system and the hydraulic model. The changes in pressure and flow in real-time monitoring data before and after the pipe burst were used to determine whether the pipe was bursting, and then to identify the location. In the model, the improved Ransac algorithm was applied to preprocess the monitoring data, and the parameters of the calculation model were extracted. The parameter sensitivity analysis was carried out. A real case of burst event was used to verify the model. Results showed that the long water pipe burst locating model was feasible according to real time SCADA monitoring data, and achieved reasonable accuracy. When the pipe burst, the model could notify the front-liners and improve the efficiency of pipe bursting responses.
作者 程伟平 陈梅君 许刚 龙志宏 CHENG Wei-ping;CHEN Mei-jun;XU Gang;LONG Zhi-hong(College of Civil Engineering and Architecture, Zhejiang University y Hangzhou 310058 , China;Guangzhou Water Supply Company, Guangzhou 510600 , China)
出处 《中国给水排水》 CAS CSCD 北大核心 2019年第13期57-61,共5页 China Water & Wastewater
基金 国家自然科学基金资助项目(51578486) 广州市产学研协同创新重大专项民生科技专题(201604020019)
关键词 长距离输水管 爆管定位 水力模型 RANSAC long distance water pipe location of pipe burst point hydraulic model Ransac
  • 相关文献

参考文献4

二级参考文献22

  • 1Liggett J A,Chen L C. Inverse transient analysis in pipe networks. Journal of Hydraulic Engineering, ASCE, 1994,120: 934-955. 被引量:1
  • 2Colombo A F, Lee P, Kamey B W. A selective literature review of transient-based leak detection methods [ J ]. J Hydro Environ Res,2009,2 (4) :212 - 227. 被引量:1
  • 3Mcallister E W. Pipeline Rules of Thumb Handbook:A Manual of Quick, Accurate Solutions to Everyday Pipe- line Engineering Problems [ M ]. Oxford : Gulf Profession- al Publishing,2009. 被引量:1
  • 4Pudar R S,Liggett J A. Leaks in pipe networks[J]. J Hydra Eng, 1992,118(7) :1031 - 1046. 被引量:1
  • 5Tang K, Karney B, Pendlebury M,et al. Inverse transient calibration of water distribution systems using genetic al- gorithms[ A]. Proceedings of the Conference on Compu- ting and Control for the Water Industry[C]. California: Scientific: Research Publishing, 1999. 被引量:1
  • 6Covas D, Stoianov I, Butler D,et al. Leakage detection in pipeline systems by inverse transient analysis-from theory, to practice[A]. Proceedings of the 6th International Conference on Computing and Control in the Water Industry [C]. Califbrnia: Scientific Research Publishing, 2001. 被引量:1
  • 7Mpesha W, Gassman S L, Chaudhry M H. Leak detec- tion in pipes by frequency response method[J]. J Hydra Eng,2001,127(2) :134 - 147. 被引量:1
  • 8Mounce S R,Machell J. Burst detection using hydraulic data from water distribution systems with artificial neural networks [ J ]. Urban Water J,2006,3 ( 1 ) :21 - 31. 被引量:1
  • 9邢燕,李杰.供水管网渗漏模型研究[A].第16届令国结构T稗学术会议论文集(第3册)[C].北京:中国力学学会工程力学编辑部,2007. 被引量:1
  • 10Mounce S R, Mounce R B, Jackson T, et al. Pattern matching and associative artificial neural networks for water distribution system time series data analysis. Journal of Hydroinformatics, 2014, 16(3): 617-632. 被引量:1

共引文献24

同被引文献26

引证文献5

二级引证文献14

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部