Optimum rehabilitation strategy of water distribution systems using the HBMO algorithm

被引:64
作者
Bozorg-Haddad, Omid [1 ]
Adams, Barry J. [2 ]
Marino, Miguel A. [3 ,4 ]
机构
[1] Univ Tehran, Dept Irrigat & Reclamat, Fac Soil & Water Engn, Coll Agr & Nat Resources, Tehran, Iran
[2] Univ Toronto, Dept Civil Engn, Toronto, ON M5S 1A4, Canada
[3] Univ Calif Davis, Dept Civil & Environm Engn, Davis, CA 95616 USA
[4] Univ Calif Davis, Dept Biol & Agr Engn, Davis, CA 95616 USA
来源
JOURNAL OF WATER SUPPLY RESEARCH AND TECHNOLOGY-AQUA | 2008年 / 57卷 / 05期
关键词
honey-bee mating optimization; optimization; rehabilitation alternatives; water distribution system;
D O I
10.2166/aqua.2008.151
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
The honey-bee mating optimization (HBMO) algorithm is applied to extracting the optimal rehabilitation strategy for water distribution systems. Deterioration of water distribution networks due to aging and stress, causes increased operation and maintenance costs, water losses, reduction in the quality of service, and reduction in the quality of water supplied. Since the most expensive component of water supply systems is the distribution network, their increased costs can be substantial. A well-known two-loop network is presented to demonstrate the application of the proposed algorithm. The significance of this algorithm is its ability to identify an optimal rehabilitation strategy in a combinatorial solution space considering the deterioration of both structural integrity and hydraulic capacity of the entire network. A previously developed methodology is presented to implement this approach into a decision support system which facilitates the identification of an optimal rehabilitation strategy. The problem is considered as the present value of an infinite stream of costs for 30 and 100 operational years. The results indicate that the proposed HBMO algorithm readily finds the feasible solution for the problem and goes towards the optimal solution. Furthermore, results prove the cost-effectiveness of such a strategy compared with those not considering the rehabilitation strategy.
引用
收藏
页码:337 / 350
页数:14
相关论文
共 22 条
[1]   Honey-bee mating optimization (HBMO) algorithm for optimal reservoir operation [J].
Afshar, A. ;
Bozorg-Haddad, Omid ;
Marino, M. A. ;
Adams, B. J. .
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2007, 344 (05) :452-462
[2]   DESIGN OF OPTIMAL WATER DISTRIBUTION-SYSTEMS [J].
ALPEROVITS, E ;
SHAMIR, U .
WATER RESOURCES RESEARCH, 1977, 13 (06) :885-900
[3]  
ANDREOU S, 1987, J PIPELINE, V7, P21
[4]   CONCEPT OF SIGNIFICANCE - INDEX FOR MAINTENANCE AND DESIGN OF PIPE NETWORKS [J].
ARULRAJ, GP ;
RAO, HS .
JOURNAL OF HYDRAULIC ENGINEERING-ASCE, 1995, 121 (11) :833-837
[5]   Honey-bees mating optimization (HBMO) algorithm:: A new heuristic approach for water resources optimization [J].
Bozorg-Haddad, Omid ;
Afshar, Abbas ;
Marino, Miguel A. .
WATER RESOURCES MANAGEMENT, 2006, 20 (05) :661-680
[6]  
Canadian Water and Wastewater Association (CWWA), 1997, MUN WAT WAST INFR ES
[7]   OPTIMAL REHABILITATION MODEL FOR WATER-DISTRIBUTION SYSTEMS [J].
KIM, JH ;
MAYS, LW .
JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT-ASCE, 1994, 120 (05) :674-692
[8]   Selection and scheduling of rehabilitation alternatives for water distribution systems [J].
Kleiner, Y ;
Adams, BJ ;
Rogers, JS .
WATER RESOURCES RESEARCH, 1998, 34 (08) :2053-2061
[9]   Long-term planning methodology for water distribution system rehabilitation [J].
Kleiner, Y ;
Adams, BJ ;
Rogers, JS .
WATER RESOURCES RESEARCH, 1998, 34 (08) :2039-2051
[10]  
Kleiner Y., 1996, THESIS U TORONTO TOR