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
[1]   DESIGN OF OPTIMAL WATER DISTRIBUTION-SYSTEMS [J].
ALPEROVITS, E ;
SHAMIR, U .
WATER RESOURCES RESEARCH, 1977, 13 (06) :885-900
[2]  
[Anonymous], P SPEC C COMP APPL W
[3]   A memetic algorithm applied to the design of water distribution networks [J].
Banos, R. ;
Gil, C. ;
Reca, J. ;
Montoya, F. G. .
APPLIED SOFT COMPUTING, 2010, 10 (01) :261-266
[4]   Genetic Heritage Evolution by Stochastic Transmission in the optimal design of water distribution networks [J].
Bolognesi, Andrea ;
Bragalli, Cristiana ;
Marchi, Angela ;
Artina, Sandro .
ADVANCES IN ENGINEERING SOFTWARE, 2010, 41 (05) :792-801
[5]   On the optimal design of water distribution networks: a practical MINLP approach [J].
Bragalli, Cristiana ;
D'Ambrosio, Claudia ;
Lee, Jon ;
Lodi, Andrea ;
Toth, Paolo .
OPTIMIZATION AND ENGINEERING, 2012, 13 (02) :219-246
[6]  
Central Public Health and Environmental Engineering Organisation
[7]  
Ministry of Urban Development
[8]  
World Health Organisation, 2005, MAN OP MAINT WAT SUP
[9]   Water distribution network design optimization: Simulated annealing approach [J].
Cunha, MD ;
Sousa, J .
JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT-ASCE, 1999, 125 (04) :215-221
[10]   Optimization of water distribution network design using the Shuffled Frog Leaping Algorithm [J].
Eusuff, MM ;
Lansey, KE .
JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT, 2003, 129 (03) :210-225