CLC number: TU991.3
On-line Access:
Received: 2004-12-10
Revision Accepted: 2005-05-10
Crosschecked: 0000-00-00
Cited: 1
Clicked: 7885
YU Ting-chao, ZHANG Tu-qiao, LI Xun. Optimal operation of water supply systems with tanks based on genetic algorithm[J]. Journal of Zhejiang University Science A, 2005, 6(8): 886-893.
@article{title="Optimal operation of water supply systems with tanks based on genetic algorithm",
author="YU Ting-chao, ZHANG Tu-qiao, LI Xun",
journal="Journal of Zhejiang University Science A",
volume="6",
number="8",
pages="886-893",
year="2005",
publisher="Zhejiang University Press & Springer",
doi="10.1631/jzus.2005.A0886"
}
%0 Journal Article
%T Optimal operation of water supply systems with tanks based on genetic algorithm
%A YU Ting-chao
%A ZHANG Tu-qiao
%A LI Xun
%J Journal of Zhejiang University SCIENCE A
%V 6
%N 8
%P 886-893
%@ 1673-565X
%D 2005
%I Zhejiang University Press & Springer
%DOI 10.1631/jzus.2005.A0886
TY - JOUR
T1 - Optimal operation of water supply systems with tanks based on genetic algorithm
A1 - YU Ting-chao
A1 - ZHANG Tu-qiao
A1 - LI Xun
J0 - Journal of Zhejiang University Science A
VL - 6
IS - 8
SP - 886
EP - 893
%@ 1673-565X
Y1 - 2005
PB - Zhejiang University Press & Springer
ER -
DOI - 10.1631/jzus.2005.A0886
Abstract: In view of the poor water supply system’s network properties, the system’s complicated network hydraulic equations were replaced by macroscopic nodal pressure model and the model of relationship between supply flow and water source head. By using pump-station pressure head and initial tank water levels as decision variables, the model of optimal allocation of water supply between pump-sources was developed. genetic algorithm was introduced to deal with the model of optimal allocation of water supply. Methods for handling each constraint condition were put forward, and overcome the shortcoming such as premature convergence of genetic algorithm; a solving method was brought forward in which genetic algorithm was combined with simulated annealing technology and self-adaptive crossover and mutation probabilities were adopted. An application example showed the feasibility of this algorithm.
[1] Crawley, P.D., Dandy, G.C., 1993. Optimal operation of multiple-reservoir system. J. Water Resour. Plng. and Mgmt., ASCE, 119(1):1-7.
[2] Gordlberg, D.E., 1989. Genetic Algorithms in Search, Optimization, and Machine Learning. Addison Wesley, MA.
[3] Liu, G.H., Cheng, W.P., Zheng, G.J., 2003. Application study of successive quadratic programming in optimal schedule of multi-souses water distribution network. J. Hydr. Engrg., (2):84-89 (in Chinese).
[4] Nitivattananon, V., Sadowski, E.C., Quimpo, R.G., 1996. Optimization of water supply system operation. J. Water Resour. Plng. and Mgmt., ASCE, 122(5):374-384.
[5] Ormsbee, L.E., Reddy, S.L., 1995. Nonlinear heuristic for pump operation. J. Water Resour. Plng. and Mgmt., ASCE, 121(4):302-309.
[6] Sakarya, B.A., Mays, L.W., 2000. Optimal operation of water distribution pumps considering water quality. J. Water Resour. Plng. and Mgmt., ASCE, 126(4):210-220.
[7] Sun, Y.H., Yeh, W.W.G, Hsu, N.S., Louie, P.W.F., 1995. Generalized network algorithm for water-supply-system optimization. J. Water Resour. Plng. and Mgmt., ASCE, 121(5):392-398.
[8] Wang, X.P., Cao, L.M., 2002. Genetic Algorithm(Theory, Application and Programming. Xi’an Jiaotong University Press, Xi’an (in Chinese).
[9] Yeh, W.W.G, Becker, L., Hua, S.Q., Wen, D.P., Liu, J.M., 1992. Optimization of real-time hydrothermal system operation. J. Water Resour. Plng. and Mgmt., ASCE, 118(6):636-653.
[10] Yu, T.C., 2004. Optimal Operation of Water Distribution Systems. Ph.D Thesis, Zhejiang University, Hangzhou (in Chinese).
[11] Yu, T.C, Liu, J.Q, Zhang, T.Q., 2005. State model for water distribution network based on improved SVM. J. Zhejiang Univ. Engrg. Sci., 39(6):858-862 (in Chinese).
Open peer comments: Debate/Discuss/Question/Opinion
<1>
A.M. Ayanshola@University of Ilorin<amniyi@yahoo.com>
2014-08-05 17:52:58
Will like to read to have an insight to the content
kouider@kouider<kouider1786@yahoo.fr>
2010-07-12 05:28:50
good afternoon Docrer
I am a college student allocated hydraulique I have a these''optimizatin of tank by genetique algorithme''
Please help me out(programme)
thank you.......................