Automatic partitioning of water distribution networks using multiscale community detection and multiobjective optimization

Q Zhang, ZY Wu, M Zhao, J Qi, Y Huang… - Journal of Water …, 2017 - ascelibrary.org
… In this study, a community detection algorithm is used to find the best partition of a WDN.
The method uses modularity as the evaluation index of network partitioning. GN modularity (…

An improved hybrid community detection algorithm for partitioning of water distribution networks

Y Shao, J Liu, H Yao, T Zhang, IE Lima Neto… - Engineering …, 2024 - Taylor & Francis
water utilities to manage water distribution networks (WDNs). This study presents a novel
methodology that couples the improved hybrid community detectionwater demand distribution

Community detection as a tool for complex pipe network clustering

M Scibetta, F Boano, R Revelli, L Ridolfi - Europhysics Letters, 2013 - iopscience.iop.org
detection of water losses from water distribution networks, modern guidelines suggest a division
of the network … for each DMA allows for a quantification of water losses. In this paper, the …

Social network community detection and hybrid optimization for dividing water supply into district metered areas

BM Brentan, E Campbell, T Goulart… - Journal of Water …, 2018 - researchportal.bath.ac.uk
… DMAs are then defined over the distribution network by means of a community detection 72
algorithm and a herein proposed community recursive merging process. Once the DMAs are …

Water supply network sectorization based on social networks community detection algorithms

E Campbell, D Ayala-Cabrera, J Izquierdo… - Procedia …, 2014 - Elsevier
… currently used by many water utilities, mainly in Europe and Latin America, to have better
control over water distribution systems; especially over non revenue water (NRW) related …

Community detection as a tool for district metered areas identification

M Scibetta, F Boano, R Revelli, L Ridolfi - Procedia Engineering, 2014 - Elsevier
… Modern management guidelines suggest to divide the water distribution network in districts
(… to improve system knowledge, to realize the water balance of the area, and to locate water

Multiphase procedure for identifying district metered areas in water distribution networks using community detection, NSGA-III optimization, and multiple attribute …

AN Sharma, SR Dongre, R Gupta… - Journal of Water …, 2022 - ascelibrary.org
… for DMA design coupling a community detection method, many-objective optimization… water
network into a weighted and undirected graph and to use FNA for identifying the communities

Social network community detection for DMA creation: Criteria analysis through multilevel optimization

BM Brentan, E Campbell, GL Meirelles… - Mathematical …, 2017 - Wiley Online Library
… Management of large water distribution systems can be improved by dividing their … the
problem of DMA design, social network community detection algorithms, grounded in graph theory…

Improved community detection for WDN partitioning in the dual topology based on segments and valves

E Creaco, C Giudicianni… - Journal of Hydroinformatics, 2023 - iwaponline.com
… This paper proposes a formulation of modularity tailored to the dual water distribution
network (WDN) topology based on segments and valves, to be conveniently adopted for the …

Water Distribution Network Partitioning Based on Community Detection Algorithm and Multiple-Criteria Decision Analysis

XK Bui, D Kang - Proceedings of the Korea Water Resources …, 2020 - koreascience.kr
Water network partitioning (WNP) is an initiative technique to divide the original water distribution
network (WDN) into several sub-networks … quantification and detection of water leakage…