Optimal location of water quality sensors in supply systems by multiobjective genetic algorithms

Proceedings of the 8th International Conference on Computing and Control for the Water Industry, CCWI 2005: Water Management for the 21st Century

Volumn 1, Issue , 2005, Pages

  Cheung, P B ^a   Piller, O ^a   Propato, M ^a  

^a CEMAGREF   (France)

Author keywords

Multiobjective optimization; Parameter estimation; Sampling design; Water distribution systems

Indexed keywords

ALGORITHMS; GENETIC ALGORITHMS; LOCATION; PARAMETER ESTIMATION; WATER DISTRIBUTION SYSTEMS; WATER MANAGEMENT; WATER QUALITY;

MULTI-OBJECTIVE GENETIC ALGORITHM; OBJECTIVE FUNCTIONS; OPTIMAL LOCATIONS; SAMPLING DESIGN; SAMPLING LOCATION; STRENGTH PARETO EVOLUTIONARY ALGORITHM; TWO-OBJECTIVE OPTIMIZATION; WATER QUALITY SENSORS;

MULTIOBJECTIVE OPTIMIZATION;

EID: 84906281749     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (23)

1. Lansey, K. E., Basnet, C., "Parameter estimation for water distribution networks". J. Wat. Res. Plan. And Manag., 117(1), 1991, pp. 126-144.
2. Piller, O., Modeling the behavior of a network - hydraulic analysis and a sampling procedure for estimating the parameters. PhD Thesis from the University Bordeaux I, in French, 1995.
3. Lansey, K. E., El-Shorbagy, W., Ahmed, I., Araujo, J., Haan, C.T., "Calibration assessment and data collection for water distribution networks". J. of Hydr.Eng., 127(4), 2001, pp. 270-279.
4. Mallick, K. N., Ahmed, I., Tickle, K. S., Lansey, K. E., "Determining pipe groupings for water distribution networks". J. Wat. Res. Plan. and Manag., 128(2), 2002, pp. 130-139.
5. Bascia, A., Tucciarelli, T., "Simultaneous zonation and calibration of pipe network parameters". J. of Hydr. Eng., 129(5), 2003, pp. 394-403.
6. Islam, M., Chaudhry, M., "Modeling of consituent transport of unsteady flows in pipe networks". ASCE J. of Hydr. Eng., 124(11), 1998, pp. 1115-1124.
7. Chesneau, O., Bremond, B., Piller, O., "Calibration methodology for a residual chlorine-decreasing model in drinking water networks". ASCE Conference, 2003.
8. Munavalli, G. R., Kumar, M. S. M., "Water quality parameter estimation in steady-state distribution system". J. Wat. Res. Plan. and Manag., 129(2), 2003, pp. 124-134.
9. Bush, C. A., Uber, J., "Sampling design methods for water distribution model calibration". J. Wat. Res. Plan. and Manag., 124(6), 1998, pp. 334-344.
10. Meier, R.W. and Barkdoll, B. D., "Sampling design for network model calibration using genetic algorithms". J. Wat. Res. Plan. and Manag., 126(4), 2000, pp. 245-250.
11. de Schaetzen, W. B. F., Walters, G. A., Savic, D. A., "Optimal sampling design for model calibration using shortest path, genetic and entropy algorithms". Urban Water, (2), 2000, pp. 141-152.
12. Kapelan, Z. S., Savic, D. A., Walters, G. A., "Multiobjective sampling design for water distribution model calibration". J. Wat. Res. Plan. and Manag., 129(6), 2003, pp. 466-479.
13. Kapelan, Z. S., Savic, D., Walters, G., "Optimal sampling design methdologies for water distribution model calibration". J. Wat. Res. Plan. and Manag., 2005, pp. 190-200.
14. Cheung, P., Reis, L., Formiga, K., Chaudhry, F., Ticona,W., "Multiobjective evolutionary algorithms applied to the rehabilitation of a water distribution system: A comparative study". Evolutionary Multi-Criterion Optimization - Lecture Notes in Computer Science, 2003.
15. Zyl, J. E.V., Borthwick, J., Hardy, A., "Ooten: An object-oriented programmers toolkit for epanet". Advances in Water Supply Management (CCWI 2003), supplementary paper, 2003.
16. Bard, Y., Nonlinear Parameter Estimation. Academic Press, New York and London, 1974.
17. Mitsuhata, A., "Adjustment of regularization in ill-posed linear inverse problems by the empirical bayes approach". Geophysical Prospecting, 52, 2004, pp. 213-239.
18. Deb, K., "Multi-objective optimization using evolutionary algorithms". 2001,p. 497.
19. Yeh, W. W. G., "Review of parameter identification procedures in ground water hydrology: The inverse problem". Water Resour. Res., 22(2), 1986, pp. 95-108.
20. Rossman, L., EPANET User's Manual. 2000. Risk Reduction Engineering Laboratory, U.S. Environmental Protection Agency, Cincinnati, Ohio.
21. Goldberg, D. E., "Genetic algorithms in search, optimization, and machine learning". Addison-Wesley, Reading, Massachusetts, 1989.
22. Jaskiewicz, A., "Momhlib++: Multiple objective metaheuristics library in c++". http://wwwidss.cs.put.poznan.pl/ jaszkiewicz/MOMHLIB, 1999.
23. Cheung, P., Reis, L. and Carrijo, I., "Multiobjective optimization to the rehabilitation of a water distribution network". Proc. Computing and Control for the Water Industry, 2003.