Coupled multi-objective optimization of water distribution network design and partitioning: a spectral graph-theory approach

被引:2
作者
Riyahi, Mohammad Mehdi [1 ]
Giudicianni, Carlo [2 ]
Haghighi, Ali [1 ]
Creaco, Enrico [2 ]
机构
[1] Shahid Chamran Univ Ahvaz, Fac Civil Engn & Architecture, Ahvaz, Iran
[2] Univ Pavia, Dipartimento Ingn Civile & Architettura, Pavia, Italy
关键词
Multi-objective optimization; water network partitioning; district metered areas; spectral graph theory; water distribution networks; GENETIC ALGORITHMS; TOTAL-COST; RELIABILITY;
D O I
10.1080/1573062X.2024.2352797
中图分类号
TV21 [水资源调查与水利规划];
学科分类号
081501 ;
摘要
This paper proposes a novel method that integrates a tailored spectral graph metric and economic aspects within a coupled bi-objective optimization framework for the simultaneous pipe sizing and partitioning of water distribution networks (WDNs). Besides minimum pressure head and topological WDN connectivity, the telescopic diameter distribution criterion is applied through a new algorithm in the sizing phase to help the optimization converge towards sound engineering solutions. The application of the proposed method to a synthetic layout and a real Italian case study proves the superiority of the solutions obtained with the novel method from hydraulic and managerial/operational viewpoints in comparison with those obtained with a traditional decoupled method (separate pipe sizing and partitioning) in terms of i) compliance with service pressure constraints and ii) ease of management following WDN partitioning into district metered areas (DMAs).
引用
收藏
页码:745 / 756
页数:12
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[1]   A heuristic procedure for the automatic creation of district metered areas in water distribution systems [J].
Alvisi, S. ;
Franchini, M. .
URBAN WATER JOURNAL, 2014, 11 (02) :137-159
[2]   Water distribution network expansion: an evaluation from the perspective of complex networks and hydraulic criteria [J].
Anchieta, Thomaz ;
Meirelles, Gustavo ;
Carpitella, Silvia ;
Brentan, Bruno ;
Izquierdo, Joaquin .
JOURNAL OF HYDROINFORMATICS, 2023, 25 (03) :628-644
[3]  
Bragalli C., 2008, RC24495
[4]   Water Network Partitioning into District Metered Areas: A State-Of-The-Art Review [J].
Bui, Xuan Khoa ;
Marlim, Malvin S. ;
Kang, Doosun .
WATER, 2020, 12 (04)
[5]   A Novel Water Supply Network Sectorization Methodology Based on a Complete Economic Analysis, Including Uncertainties [J].
Campbell, Enrique ;
Izquierdo, Joaquin ;
Montalvo, Idel ;
Perez-Garcia, Rafael .
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[6]   Reducing Impacts of Contamination in Water Distribution Networks: A Combined Strategy Based on Network Partitioning and Installation of Water Quality Sensors [J].
Ciaponi, Carlo ;
Creaco, Enrico ;
Di Nardo, Armando ;
Di Natale, Michele ;
Giudicianni, Carlo ;
Musmarra, Dino ;
Santonastaso, Giovanni Francesco .
WATER, 2019, 11 (06)
[7]   Real time control of water distribution networks: A state-of-the-art review [J].
Creaco, E. ;
Campisano, A. ;
Fontana, N. ;
Marini, G. ;
Page, P. R. ;
Walski, T. .
WATER RESEARCH, 2019, 161 :517-530
[8]   Low level hybrid procedure for the multi-objective design of water distribution networks [J].
Creaco, E. ;
Franchini, M. .
12TH INTERNATIONAL CONFERENCE ON COMPUTING AND CONTROL FOR THE WATER INDUSTRY, CCWI2013, 2014, 70 :369-378
[9]   Service Pressure and Energy Consumption Mitigation-Oriented Partitioning of Closed Water Distribution Networks [J].
Creaco, Enrico ;
Giudicianni, Carlo ;
Tosco, Alessandro .
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[10]   Improved community detection for WDN partitioning in the dual topology based on segments and valves [J].
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Mottahedin, Amirabbas .
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