Model-based leak detection and location in water distribution networks considering an extended-horizon analysis of pressure sensitivities

Author:

Casillas Ponce Myrna V.1,Garza Castañón Luis E.1,Cayuela Vicenç Puig2

Affiliation:

1. Instituto Tecnológico y de Estudios Superiores de Monterrey, Monterrey 64849, México

2. Advanced Control Systems (SAC) and Institut de Robòtica i Informàtica Industrial (IRI), Universitat Politècnica de Catalunya (UPC)-Consejo Superior de Investigaciones Científicas (CSIC), Pau Gargallo 5, 08028 Barcelona, Spain

Abstract

In this paper, we propose a new approach for model-based leak detection and location in water distribution networks (WDN), which considers an extended time-horizon analysis of pressure sensitivities. Five different ways of using the leak sensitivity matrix to isolate the leaks are described and compared. The first method is based on the binarization approach. The second, third and fourth methods are based on the comparison of the measured pressure vectors with the leak sensitivity matrix using different metrics: correlation, angle between vectors and Euclidean distance, respectively. The fifth method is based on the least square optimization method. The performance of these methods is compared when applied to two academic small networks (Hanoi and Quebra) widely used in the literature. Finally, the three methods with better performance are applied to a district metering area of the Barcelona WDN using real data.

Publisher

IWA Publishing

Subject

Atmospheric Science,Geotechnical Engineering and Engineering Geology,Civil and Structural Engineering,Water Science and Technology

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