Linear Least-Squares Formulation for Operation of Booster Disinfection Systems
Publication: Journal of Water Resources Planning and Management
Volume 130, Issue 1
Abstract
Maintaining a disinfectant residual in drinking water distribution networks is a challenge for water utilities. These challenges arise from the spatial and temporal distribution of water usage, and from chemical reactions that cause disinfectants to decay. A potential solution is booster chlorination, a strategy where disinfectant is reapplied within the network. Here, a linear least-squares problem is formulated to determine the optimal disinfectant injection rates that minimize variation in the system residual space-time distribution. Locations of booster stations are assumed known. The solution is simple and can be analytically derived in some cases. The problem formulation allows an arbitrary weight on the contribution of each consumer node disinfectant residual to the overall objective function; two possible weighting schemes are suggested. In a planning context, the method is shown to apply to network flows whose first and second moments are stationary. In contrast to previous approaches, the number of residual sampling nodes and sampling rate do not affect the size of the optimization problem, nor its computation time. Also, the optimization problem is always feasible, a considerable practical advantage for network models where low chlorine concentrations cannot be avoided (e.g., zones with small or zero water usage). The method is tested on an example network. Results show that booster disinfection can be effective in reducing network-wide variation in disinfectant residual, while reducing the total mass of disinfectant used.
Get full access to this article
View all available purchase options and get full access to this article.
References
Bielmeier, S. R., Best, D. S., Guidici, D. L., and Narotsky, M. G.(2001). “Pregnancy loss in the rat caused by bromidichloromethane.” Toxicol. Sci., 59(2), 309–315.
Biswas, P., Lu, C., and Clark, R. M.(1993). “Chlorine concentration decay in pipes.” Water Res., 27(12), 1715–1724.
Boccelli, D. M., Tryby, M., Uber, J., Rossman, L., Zierolf, M., and Polycarpou, M.(1998). “Optimal scheduling of booster disinfection in water distribution systems.” J. Water Resour. Plan. Manage., 124(2), 99–111.
Boulos, P., Altman, T., Jarrige, P., and Collevati, F.(1995). “Discrete simulation approach for network water-quality models.” J. Water Resour. Plan. Manage., 121(1), 49–60.
Bull, R. J., and Kopfler, R. C. (1991). Health effects of disinfectants and disinfection by products, American Water Works Association Research Foundation, Denver.
Clark, R., Grayman, W., Males, R., and Hess, A.(1993). “Modeling contaminant propagation in drinking water distribution systems.” J. Environ. Eng., 119(2), 349–364.
Grace, A. (1990). MATLAB optimization toolbox user’s guide, The MathWorks, Inc. Natick, Mass. (Functions: lp.m and lsqnonneg.m).
Grayman, W. M., and Clark, R. M.(1993). “Using computer models to determine the effect of storage on water quality.” J. Am. Water Works Assoc., 85(7), 67–77.
Grayman, W., Clark, R., and Males, R.(1988). “Modeling distribution systems water quality: Dynamic approach.” J. Water Resour. Plan. Manage., 114(3), 295–312.
Islam, M., and Chaudhry, M.(1998). “Modeling of consituent transport of unsteady flows in pipe networks.” J. Hydraul. Eng., 124(11), 1115–1124.
Lawson, C. L., and Hanson, R. J. (1974). Solving least squares problems, Chap. 23, Prentice-Hall, Englewood Cliffs, N.J., 161.
Liou, C., and Kroon, J.(1987). “Modeling the propagation of waterborne substances in distribution networks.” J. Am. Water Works Assoc., 79(11), 54–58.
Papoulis, A. (1991). Probability, random variables and stochastic processes, McGraw-Hill, New York.
Rossman, L. (2000). EPANET user’s manual, Risk Reduction Engineering Laboratory, U.S. Environmental Protection Agency, Cincinnati.
Rossman, L., and Boulos, P.(1996). “Numerical methods for modeling water quality in distribution systems: A comparison.” J. Water Resour. Plan. Manage., 122(2), 137–146.
Rossman, L., Boulos, P., and Altman, T.(1993). “Discrete volume-element method for network water quality models.” J. Water Resour. Plan. Manage., 119(5), 505–517.
Rossman, L., Clark, R., and Grayman, W.(1994). “Modeling chlorine residuals in drinking-water distribution systems.” J. Environ. Eng., 120(4), 803–820.
Shang, F., Uber, J., and Polycarpou, M.(2002). “Particle backtracking algorithm for water distribution system analysis.” J. Environ. Eng., 128(5), 441–450.
Tryby, M. E., Boccelli, D. L., Koechling, M. T., Uber, J. G., Summers, R. S., and Rossman, L. A.(1999). “Booster chlorination for managing disinfectant residuals.” J. Am. Water Works Assoc., 91(1), 95–108.
Tryby, M., Boccelli, D. M., Uber, J., and Rossman, L.(2002). “Facility location model for booster disinfection of water supply networks.” J. Water Resour. Plan. Manage., 128(5), 322–333.
Waller, K., Swan, S. H., DeLorenze, G., and Hopkins, B.(1998). “Trihalomethanes in drinking water and spontaneous abortion.” Epidemiology, 9(2), 134–140.
Zierolf, M., Polycarpou, M., and Uber, J.(1998). “Development and auto-calibration of an input-output model of chlorine transport in drinking water distribution systems.” IEEE Trans. Control Syst. Technol., 6, 543–553.
Information & Authors
Information
Published In
Copyright
Copyright © 2004 American Society of Civil Engineers.
History
Received: Aug 29, 2002
Accepted: Mar 4, 2003
Published online: Dec 15, 2003
Published in print: Jan 2004
Authors
Metrics & Citations
Metrics
Citations
Download citation
If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.