Development and Field Validation of a Burst Localization Methodology

被引:44
作者
Farley, B. [1 ]
Mounce, S. R. [1 ]
Boxall, J. B. [1 ]
机构
[1] Univ Sheffield, Dept Civil & Struct Engn, Pennine Water Grp, Sheffield S1 3JD, S Yorkshire, England
基金
英国工程与自然科学研究理事会;
关键词
Water distribution systems; Water management; Leakage; Hydraulic models; Field tests; Data analysis; SENSOR PLACEMENT; SAMPLING DESIGN; EVENT DETECTION; WATER; MODEL;
D O I
10.1061/(ASCE)WR.1943-5452.0000290
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Reducing water loss through bursts is a major challenge throughout the developed and developing world. Currently burst lifetimes are often long because awareness and location of them is time-and labor-intensive. Advances that can reduce these periods will lead to improved leakage performance, customer service, and reduce resource wastage. In water-distribution systems the sensitivity of a pressure instrument to change, including burst events, is greatly influenced by its own location and that of the event within the network. A method is described here that utilizes hydraulic-model simulations to determine the sensitivity of potential pressure-instrument locations by sequentially applying leaks to all potential burst locations. The simulation results are used to populate a Jacobian matrix, quantifying the different sensitivities. This matrix may then be searched to identify different instrument locations to achieve required goals: maximising overall sensitivity to all potential events or selective sensitivity to events in different network areas. It is shown here that by searching this matrix to optimize such selective sensitivity, while minimising instrument numbers, it is possible to provide useful burst-localization information. Results are presented from field studies that demonstrate the practical application of the method, showing that current standard network models can provide sufficiently accurate quantification of differential sensitivities and that, once combined with event-detection techniques for data analysis, events can effectively be localized using a small number of instruments. (C) 2013 American Society of Civil Engineers.
引用
收藏
页码:604 / 613
页数:10
相关论文
共 26 条
  • [1] [Anonymous], MATLAB R2010A COMP S
  • [2] [Anonymous], P 10 WAT DISTR SYST
  • [3] [Anonymous], 2008, WIRELESS COMMUNICATI, DOI DOI 10.1061/40941(247)39
  • [4] Sensor placement in municipal water networks with temporal integer programming models
    Berry, Jonathan
    Hart, William E.
    Phillips, Cynthia A.
    Uber, James G.
    Watson, Jean-Paul
    [J]. JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT, 2006, 132 (04) : 218 - 224
  • [5] Brothers K., 2003, Water, V21, P54
  • [6] Sampling design methods for water distribution model calibration
    Bush, CA
    Uber, JG
    [J]. JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT-ASCE, 1998, 124 (06): : 334 - 344
  • [7] Chipperfield A., 1994, Adaptive Computing in Engineering Design and Control, P133
  • [8] EIRIS, 2011, DROUGHT YOUR PORTF A
  • [9] Recent advances in data-driven modeling of remote sensing applications in hydrology
    Evora, Noel D.
    Coulibaly, Paulin
    [J]. JOURNAL OF HYDROINFORMATICS, 2009, 11 (3-4) : 194 - 201
  • [10] Field testing of an optimal sensor placement methodology for event detection in an urban water distribution network
    Farley, B.
    Mounce, S. R.
    Boxall, J. B.
    [J]. URBAN WATER JOURNAL, 2010, 7 (06) : 345 - 356