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A Hybrid Data-Driven and Model-Based Approach for Leak Reduction in Water Distribution Systems Using LQR and Genetic Algorithms.

Authors :
Bermúdez, José-Roberto
Gómez-Coronel, Leonardo
López-Estrada, Francisco-Ronay
Besançon, Gildas
Santos-Ruiz, Ildeberto
Source :
Processes; Sep2024, Vol. 12 Issue 9, p1805, 13p
Publication Year :
2024

Abstract

This paper presents a pressure management technique for the reduction of leaks considering as a case study a branched water distribution system. The proposed technique is based on the detection and location of the leak using a genetic algorithm (GA) and pressure control using a Linear Quadratic Regulator (LQR). The validation of the proposed method uses measured pressure and flow data from a laboratory-scale water distribution system and its dynamic model. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
22279717
Volume :
12
Issue :
9
Database :
Complementary Index
Journal :
Processes
Publication Type :
Academic Journal
Accession number :
180014183
Full Text :
https://doi.org/10.3390/pr12091805