A Direct Approach for the Near-Optimal Design of Water Distribution Networks Based on Power Use

被引:9
作者
Saldarriaga, Juan [1 ]
Paez, Diego [2 ]
Salcedo, Camilo [1 ]
Cuero, Paula [3 ]
Lunita Lopez, Laura [3 ]
Leon, Natalia [3 ]
Celeita, David [3 ]
机构
[1] Univ Andes, Dept Civil & Environm Engn, Bogota 111711, Colombia
[2] Queens Univ, Dept Civil Engn, Kingston, ON K7L 3N6, Canada
[3] Univ Andes, Water Supply & Sewer Syst Res Ctr CIACUA, Bogota 111711, Colombia
关键词
minimum cost design; energy-based methods; optimization; WDS; hydraulic behavior; DIFFERENTIAL EVOLUTION ALGORITHM; LEAST-COST DESIGN; GENETIC ALGORITHMS; OPTIMIZATION; SEARCH;
D O I
10.3390/w12041037
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In recent years, iterative computational techniques have been considered as the most effective methods to tackle the problem of Water Distribution System (WDS) minimum-cost design. Given their stochastic nature, these approaches involve a large number of hydraulic simulations in order to obtain suitable results. Herein, a WDS design methodology based entirely on hydraulic principles is presented. This methodology, named Optimal Power Use Surface (OPUS), focuses on both reaching low-cost designs and diminishing the number of hydraulic executions (iterations), by establishing efficient ways in which energy is dissipated and flow is distributed throughout the system. The algorithm was tested in four well known benchmark networks, previously reported in the literature. OPUS proved that following hydraulic principles is a fair choice to design WDS, showing plenty of potential in other water distribution mathematical modeling applications and offering an alternative for the extensive search process undertaken by metaheuristics.
引用
收藏
页数:26
相关论文
共 58 条
[11]  
FEATHERSTONE RE, 1983, J HYDRAUL ENG-ASCE, V109, P221, DOI 10.1061/(ASCE)0733-9429(1983)109:2(221)
[12]   A 2-PHASE DECOMPOSITION METHOD FOR OPTIMAL-DESIGN OF LOOPED WATER DISTRIBUTION NETWORKS [J].
FUJIWARA, O ;
KHANG, DB .
WATER RESOURCES RESEARCH, 1990, 26 (04) :539-549
[13]  
Geem Z. W., 2002, International Journal of Modelling and Simulation, V22, P125
[14]   Particle-swarm harmony search for water network design [J].
Geem, Zong Woo .
ENGINEERING OPTIMIZATION, 2009, 41 (04) :297-311
[15]   Optimal cost design of water distribution networks using harmony search [J].
Geem, ZW .
ENGINEERING OPTIMIZATION, 2006, 38 (03) :259-280
[16]   Zero-net energy management for the monitoring and control of dynamically-partitioned smart water systems [J].
Giudicianni, Carlo ;
Herrera, Manuel ;
di Nardo, Armando ;
Carravetta, Armando ;
Ramos, Helena M. ;
Adeyeye, Kemi .
JOURNAL OF CLEANER PRODUCTION, 2020, 252
[17]   Topological Taxonomy of Water Distribution Networks [J].
Giudicianni, Carlo ;
Di Nardo, Armando ;
Di Natale, Michele ;
Greco, Roberto ;
Santonastaso, Giovanni Francesco ;
Scala, Antonio .
WATER, 2018, 10 (04)
[18]   Implementation of DMAs in Intermittent Water Supply Networks Based on Equity Criteria [J].
Ilaya-Ayza, Amilkar E. ;
Martins, Carlos ;
Campbell, Enrique ;
Izquierdo, Joaquin .
WATER, 2017, 9 (11)
[19]   Optimal design of water networks using a modified genetic algorithm with reduction in search space [J].
Kadu, Mahendra S. ;
Gupta, Rajesh ;
Bhave, Pramod R. .
JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT, 2008, 134 (02) :147-160
[20]   Scatter search heuristic for least-cost design of water distribution networks [J].
Lin, Min-Der ;
Liu, Yu-Hsin ;
Liu, Gee-Fon ;
Chu, Chien-Wei .
ENGINEERING OPTIMIZATION, 2007, 39 (07) :857-876