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Methodology for leakage isolation using pressure sensitivity analysis in water distribution networks

机译:供水管网中使用压力敏感性分析进行泄漏隔离的方法

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摘要

Leaks are present to some extent in all water-distribution systems. This paper proposes a leakage localisation method based on the pressure measurements and pressure sensitivity analysis of nodes in a network. The sensitivity analysis using analytical tools is not a trivial job in a real network because of the huge non-explicit non-linear systems of equations that describe its dynamics. Simulations of the network in the presence and the absence of leakage may provide an approximation of this sensitivity. This matrix is binarised using a threshold independent of the node. The binary matrix is assumed as a signature matrix for leakages. However, there is a trade-off between the resolution of the leakage isolation procedure and the number of available pressure sensors. In order to maximise the isolability with a reasonable number of sensors, an optimal sensor placement methodology, based on genetic algorithms, is also proposed. These methodologies have been applied to the Barcelona Network using PICCOLO simulator. The sensor placement and the leakage detection and localisation methodologies are applied to several district management areas (DMA) in simulation and in reality.
机译:所有水分配系统中都存在一定程度的泄漏。提出了一种基于网络节点压力测量和压力敏感性分析的泄漏定位方法。在实际的网络中,使用分析工具进行灵敏度分析并不是一件容易的事,因为描述其动力学的方程组庞大,非显式非线性。在存在和不存在泄漏的情况下对网络进行仿真可以提供此灵敏度的近似值。使用与节点无关的阈值对该矩阵进行二值化。假定二进制矩阵为泄漏的签名矩阵。但是,在泄漏隔离程序的分辨率和可用压力传感器的数量之间需要权衡。为了通过合理数量的传感器最大化可隔离性,还提出了一种基于遗传算法的最优传感器放置方法。这些方法已使用PICCOLO模拟器应用于巴塞罗那网络。传感器的放置以及泄漏检测和定位方法在模拟和实际应用中都已应用于多个区域管理区域(DMA)。

著录项

  • 来源
    《Control Engineering Practice》 |2011年第10期|p.1157-1167|共11页
  • 作者单位

    Advanced Control Systems Croup (SAC), Universitat Politecnica de Catalunya (UPC), Rambla Sant Nebridi. 10. 08222 Terrassa, Spain;

    Advanced Control Systems Croup (SAC), Universitat Politecnica de Catalunya (UPC), Rambla Sant Nebridi. 10. 08222 Terrassa, Spain ,IRI lnstitut de Robbtica I lnformatica Industrial (CS1C-UPC), Spain;

    Advanced Control Systems Croup (SAC), Universitat Politecnica de Catalunya (UPC), Rambla Sant Nebridi. 10. 08222 Terrassa, Spain;

    Advanced Control Systems Croup (SAC), Universitat Politecnica de Catalunya (UPC), Rambla Sant Nebridi. 10. 08222 Terrassa, Spain;

    CETAQUA Water Technological Center, Spain;

    ACBAR Barcelona Water Company, Spain;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    pressure sensitivity; leakage localisation; sensor placement;

    机译:压力敏感度泄漏定位;传感器放置;
  • 入库时间 2022-08-18 02:04:38

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