Alternative decision making in water distribution network with NSGA-II

被引:69
作者
Atiquzzaman, M [1 ]
Liong, SY [1 ]
Yu, XY [1 ]
机构
[1] Natl Univ Singapore, Dept Civil Engn, Singapore 117576, Singapore
关键词
D O I
10.1061/(ASCE)0733-9496(2006)132:2(122)
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Cost of effective design or rehabilitation of the pipe networks depends largely on the available budget and satisfying pressures expected at the demand nodes. With the available market pipe sizes, one or more solutions of the same cost, the least cost, and simultaneously meeting the pressure constraints can be obtained from EPANET, a water distribution network simulation model, coupled with an optimization algorithm. Often, however, the least cost may be prohibitive from the overall budget consideration especially in developing countries and a less optimal solution is therefore the only option. The study shows a scheme in which solution selection is made, among solutions, which (1) is within allowable budget; and (2) yields acceptable total pressure deficit distributed more equally at several nodes instead of loaded on one or a few nodes only. A multiobjective optimization algorithm (NSGA-II) is coupled with water distribution network simulation software (EPANET) to provide the much needed Pareto front of the cost and nodal pressure deficit. A two-looped simple network is used to demonstrate the application of the scheme.
引用
收藏
页码:122 / 126
页数:5
相关论文
共 20 条
[1]   DESIGN OF OPTIMAL WATER DISTRIBUTION-SYSTEMS [J].
ALPEROVITS, E ;
SHAMIR, U .
WATER RESOURCES RESEARCH, 1977, 13 (06) :885-900
[2]   LOOPED WATER DISTRIBUTION-SYSTEM OPTIMIZATION FOR SINGLE LOADING [J].
CHIPLUNKAR, AV ;
MEHNDIRATTA, SL ;
KHANNA, P .
JOURNAL OF ENVIRONMENTAL ENGINEERING-ASCE, 1986, 112 (02) :264-279
[3]   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
[4]  
Deb K., 2000, Parallel Problem Solving from Nature PPSN VI. 6th International Conference. Proceedings (Lecture Notes in Computer Science Vol.1917), P849
[5]   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
[6]  
FARMANI R, 2004, ASCE EWRI C SALT LAK
[7]  
Gessler J., 1985, P COMP APPL WAT RES, P572
[8]  
KHU ST, 2004, P 6 INT C HYDR WORLD, P1011
[9]  
Liong S.Y., 2004, J. Inst. Eng, V44, P93
[10]   Ant colony optimization distribution for design of water systems [J].
Maier, HR ;
Simpson, AR ;
Zecchin, AC ;
Foong, WK ;
Phang, KY ;
Seah, HY ;
Tan, CL .
JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT-ASCE, 2003, 129 (03) :200-209