TECHNICAL PAPERS
Feb 14, 2003

Water Quality Parameter Estimation in Steady-State Distribution System

Publication: Journal of Water Resources Planning and Management
Volume 129, Issue 2

Abstract

The maintenance of chlorine residual is needed at all the points in the distribution system supplied with chlorine as a disinfectant. The propagation and level of chlorine in a distribution system is affected by both bulk and pipe wall reactions. It is well known that the field determination of wall reaction parameter is difficult. The source strength of chlorine to maintain a specified chlorine residual at a target node is also an important parameter. The inverse model presented in the paper determines these water quality parameters, which are associated with different reaction kinetics, either in single or in groups of pipes. The weighted-least-squares method based on the Gauss–Newton minimization technique is used for the estimation of these parameters. The validation and application of the inverse model is illustrated with an example pipe distribution system under steady state. A generalized procedure to handle noisy and bad (abnormal) data is suggested, which can be used to estimate these parameters more accurately. The developed inverse model is useful for water supply agencies to calibrate their water distribution system and to improve their operational strategies to maintain water quality.

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References

Al-Omari, A. S., and Chaudhry, M. H.(2001). “Unsteady-state inverse chlorine modeling in pipe networks.” J. Hydraul. Eng., 127(8), 669–677.
Clark, R. M.(1998). “Chlorine demand and trihalomethane formation kinetics: A second-order model.” J. Environ. Eng., 124(1), 16–24.
Clark, R. M., Rossman, L. A., and Wymer, L. J.(1995). “Modeling distribution system water quality: regulatory implications.” J. Water Resour. Plan. Manage., 121(6), 423–428.
Clark, R. M., and Sivaganesan, M.(1998). “Predicting chlorine residuals and formation of TTHMs in drinking water.” J. Environ. Eng., 124(12), 1203–1210.
Datta, R. S. N., and Sridharan, K.(1994). “Parameter estimation in water-distribution systems by least squares.” J. Water Resour. Plan. Manage., 120(4), 405–422.
Frateur, I., Deslouis, C., Kiene, L., Levi, Y., and Tribollet, B.(1999). “Free chlorine consumption induced by cast iron corrosion in drinking water distribution systems.” Water Res., 33(8), 1781–1790.
Hua, F., West, J. R., Barker, R. A., and Forster, C. F.(1999). “Modelling of chlorine decay in municipal water supplies.” Water Res., 33(12), 2735–2746.
Islam, M. R., Chaudhry, M. H., and Clark, R. M.(1997). “Inverse modeling of chlorine concentration in pipe networks under dynamic condition.” J. Environ. Eng., 123(10), 1033–1040.
Niranjan Reddy, P. V. (1994). “General analysis, parameter estimation and valve operational policy in water distribution networks.” PhD thesis, Indian Institute of Science, Bangalore, India.
Reddy, P. V. Niranjan, Sridharan, K., and Rao, P. V.(1996). “WLS method for parameter estimation in water distribution networks.” J. Water Resour. Plan. Manage., 122(3), 157–164.
Powell, J. C., West, J. R., Hallam, N. B., Forster, C. F., and Simms, J.(2000). “Performance of various kinetic models for chlorine decay.” J. Water Resour. Plan. Manage., 126(1), 13–20.
Rossman, L. A. (2000). EPANET 2 Users manual, Risk Reduction Engineering Laboratory, U.S. Environmental Protection Agency, Cincinnati.
Rossman, L. A., and Boulos, P. F.(1996). “Numerical methods for modeling water quality in distribution systems: A comparison.” J. Water Resour. Plan. Manage., 122(2), 137–146.
Rossman, L. A., Clark, R. M., and Grayman, W. M.(1994). “Modeling chlorine residuals in drinking-water distribution systems.” J. Environ. Eng., 120(4), 803–820.
Tewarson, R. P., and Chen, D. Q.(1985). “A method for solving algebraic systems consisting of linear and nonlinear equations.” Int. J. Numer. Methods Eng., 21, 1577–1581.
Vasconcelos, J. J., Rossman, L. A., Grayman, W. M., Boulos, P. F., and Clark, R. M.(1997). “Kinetics of chlorine decay.” J. Am. Water Works Assoc., 89(7), 55–65.
Wable, O., Dumoutier, N., Duguet, J., Jarrige, P., Gelas, G., and Depierre, J. (1991). “Modeling chlorine concentrations in a network and applications to Paris distribution network.” Water quality modeling in distribution systems. AWWA Research Foundation, Denver, 265–276.
Wood, D. J., and Ormsbee, L. E.(1989). “Supply identification for water distribution systems.” J. Am. Water Works Assoc., 81(7), 74–80.

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Go to Journal of Water Resources Planning and Management
Journal of Water Resources Planning and Management
Volume 129Issue 2March 2003
Pages: 124 - 134

History

Received: Jun 26, 2001
Accepted: Feb 22, 2002
Published online: Feb 14, 2003
Published in print: Mar 2003

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Authors

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G. R. Munavalli
Research Scholar, Dept. of Civil Engineering, Indian Institute of Science, Bangalore 560 012, India.
M. S. Mohan Kumar
Associate Professor, Dept. of Civil Engineering, Indian Institute of Science, Bangalore 560 012, India (corresponding author).

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