Journal of Water Resource and Protection, ( ISI ), Volume (5), No (3), Year (2013-5) , Pages (294-303)

Title : ( Leakage Detection in Water Distribution Network Based on a New Heuristic Genetic Algorithm Model )

Authors: ali nasirian , Mahmoud Faghfour Maghrebi , Siavash Yazdani ,

Citation: BibTeX | EndNote

Abstract

The leakage control is an important task, because it is associated with some problems such as economic loss, safety concerns, and environmental damages. The previous methods which have already been devised for leakage detection are not only expensive and time consuming, but also have a low efficient. As a result, the global leakage detection methods such as leak detection based on simulation and calibration of the network have been considered recently. In this research, leak detection based on calibration in two hypothetical and a laboratorial networks is considered. Additionally a novel optimization method called step-by-step elimination method (SSEM) combining with a genetic algorithm (GA) is introduced to calibration and leakage detection in networks. This method step-by-step detects and eliminates the nodes that provide no contribution in leakage among uncertain parameters of calibration of a network. The proposed method initiates with an ordinary calibration for a studied network, follow by elimination of suspicious nodes among adjusted parameters, then, the network is re-calibrated. Finally the process is repeated until the numbers of unknown demands are equal to the desired numbers or the exact leakage locations and values are determined. These investigations illustrate the capability of this method for detecting the locations and sizes of leakages.

Keywords

Calibration; SSEM; Water Distribution; Leak Detection; Genetic Algorithm
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@article{paperid:1033678,
author = {Nasirian, Ali and Faghfour Maghrebi, Mahmoud and Siavash Yazdani},
title = {Leakage Detection in Water Distribution Network Based on a New Heuristic Genetic Algorithm Model},
journal = {Journal of Water Resource and Protection},
year = {2013},
volume = {5},
number = {3},
month = {May},
issn = {1945-3094},
pages = {294--303},
numpages = {9},
keywords = {Calibration; SSEM; Water Distribution; Leak Detection; Genetic Algorithm},
}

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%0 Journal Article
%T Leakage Detection in Water Distribution Network Based on a New Heuristic Genetic Algorithm Model
%A Nasirian, Ali
%A Faghfour Maghrebi, Mahmoud
%A Siavash Yazdani
%J Journal of Water Resource and Protection
%@ 1945-3094
%D 2013

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