Chapter
May 18, 2023

Optimal Booster Chlorination Scheduling in WDS under Uncertainty: A Robust Counterpart Approach

Publication: World Environmental and Water Resources Congress 2023

ABSTRACT

To ensure high-quality water in water distribution systems (WDS), disinfectant, generally chlorine, is injected into the system. However, this chlorine limits should be kept within acceptable levels. The higher limit is enforced to control the disinfection by-products, whereas lower limit is enforced to ensure that the water is organic contaminant free. The chlorine reaction rate within the pipe systems varies depending on the type of pipe, age, water PH level, temperature, and many other factors. This hinders the accurate water quality modelling in water distribution systems which in turn affects the optimal amount of booster injection rate. To minimize the risk of the uncertainty in chlorine reaction rate, current work suggests a robust counterpart reformulation of the optimal booster chlorination scheduling problem considering the rate of reaction of chlorination as uncertain. The proposed reformulation is tested on a benchmark WDS, and the results are compared with deterministic case. The results indicated that with an increase in the protection level the injection mass increased and with very large protection levels, the formulation resulted in no solution. The proposed reformulation of the traditional approach can be applied to any WDS and obtain optimal scheduling with appropriate protection levels.

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REFERENCES

Baron, O., J. Milner, and H. Naseraldin. 2011. “Facility Location: A Robust Optimization Approach.” Prod Oper Manag, 20 (5): 772–785. John Wiley & Sons, Ltd. https://doi.org/10.1111/j.1937-5956.2010.01194.x.
Ben-Tal, A., L. el Ghaoui, and A. Nemirovski. 2009. Robust optimization. Robust Optimization. Princeton University Press.
Ben-Tal, A., and A. Nemirovski. 1998. “Robust convex optimization.” Mathematics of Operations Research, 23 (4): 769–805. INFORMS Inst.for Operations Res.and the Management Sciences. https://doi.org/10.1287/moor.23.4.769.
Ben-Tal, A., and A. Nemirovski. 1999. “Robust solutions of uncertain linear programs.” Operations Research Letters, 25 (1): 1–13. Elsevier Science Publishers B.V. https://doi.org/10.1016/S0167-6377(99)00016-4.
Boccelli, D. L., M. E. Tryby, J. G. Uber, L. A. Rossman, M. L. Zierolf, and M. M. Polycarpou. 1998. “Optimal Scheduling of Booster Disinfection in Water Distribution Systems.” J Water Resour Plan Manag, 124 (2): 99–111. https://doi.org/10.1061/(ASCE)0733-9496(1998)124:2(99).
Boindala, S. P., G. Jaykrishnan, and A. Ostfeld. 2022. “Robust Multi-Objective Optimization of Water Distribution Systems.” World Environmental and Water Resources Congress 2022: Adaptive Planning and Design in an Age of Risk and Uncertainty - Selected Papers from the World Environmental and Water Resources Congress 2022, 1066–1075. American Society of Civil Engineers (ASCE).
Boindala, S. P., and A. Ostfeld. 2022. “Robust Multi-Objective Design Optimization of Water Distribution System under Uncertainty.” Water (Basel), 14 (14): 2199. MDPI. https://doi.org/10.3390/w14142199.
Chu, C. W., M. der Lin, and K. T. Tsai. 2008. “Optimal scheduling of booster chlorination with immune algorithm.” Proceedings - 3rd International Conference on Convergence and Hybrid Information Technology, ICCIT 2008, 1226–1232.
Chung, G., K. Lansey, and G. Bayraksan. 2009. “Reliable water supply system design under uncertainty.” Environmental Modelling and Software, 24 (4): 449–462. Elsevier Ltd. https://doi.org/10.1016/j.envsoft.2008.08.007.
“Drinking Water Systems | Ministry of Health.” n.d. Accessed November 7, 2022. https://www.gov.il/en/Departments/Guides/drinking_water_pages.
el Ghaoui, L., and H. Lebret. 1997. “Robust solutions to least-squares problems with uncertain data.” SIAM Journal on Matrix Analysis and Applications, 18 (4): 1035–1064. Society for Industrial and Applied Mathematics Publications. https://doi.org/10.1137/S0895479896298130.
Goyal, R. V., and H. M. Patel. 2015. “Analysis of residual chlorine in simple drinking water distribution system with intermittent water supply.” Appl Water Sci, 5 (3): 311–319. Springer Science and Business Media LLC. https://doi.org/10.1007/s13201-014-0193-7.
Goyal, R. V., and H. M. Patel. 2017. “Optimal location and scheduling of booster chlorination stations for drinking water distribution system.” Journal of Applied Water Engineering and Research, 5 (1): 51–60. Taylor and Francis Inc. https://doi.org/10.1080/23249676.2015.1128367.
Harmant, P., A. Nace, and L. Kiene. 2000. “An Algorithm to Optimize Booster Chlorination in Water Distribution Network.” Building Partnerships, 1–10. Reston, VA: American Society of Civil Engineers.
Hwang, H., K. Lansey, and D. Jung. 2018. “Accuracy of First-Order Second-Moment Approximation for Uncertainty Analysis of Water Distribution Systems.” J Water Resour Plan Manag, 144 (2): 04017087. https://doi.org/10.1061/(asce)wr.1943-5452.0000864.
Jung, D., G. Chung, and J. H. Kim. 2012. “Optimal design of water distribution systems considering uncertainties in demands and roughness coefficients.” Water Distribution Systems Analysis 2010 - Proceedings of the 12th International Conference, WDSA 2010, (1989): 1390–1399. https://doi.org/10.1061/41203(425)124.
Kang, D. S., M. F. K. Pasha, and K. Lansey. 2009a. “Approximate methods for uncertainty analysis of water distribution systems.” Urban Water J, 6 (3): 233–249. https://doi.org/10.1080/15730620802566844.
Kang, D. S., M. F. K. Pasha, and K. Lansey. 2009b. “Approximate methods for uncertainty analysis of water distribution systems.” Urban Water J, 6 (3): 233–249. https://doi.org/10.1080/15730620802566844.
Köker, E., and A. B. Altan-Sakarya. 2015. “Chance Constrained Optimization of Booster Chlorination in Water Distribution Networks.” Clean (Weinh), 43 (5): 717–723. Wiley-VCH Verlag. https://doi.org/10.1002/clen.201400119.
Lansey, K. E., N. Duan, L. W. Mays, and Y. Tung. 1989. “Water Distribution System Design Under Uncertainties.” J Water Resour Plan Manag, 115 (5): 630–645. https://doi.org/10.1061/(asce)0733-9496(1989)115:5(630).
Ohar, Z., and A. Ostfeld. 2014. “Optimal design and operation of booster chlorination stations layout in water distribution systems.” Water Res, 58: 209–220. Elsevier Ltd. https://doi.org/10.1016/j.watres.2014.03.070.
Ostfeld, A., and E. Salomons. 2006. “Conjunctive optimal scheduling of pumping and booster chlorine injections in water distribution systems.” Engineering Optimization, 38 (3): 337–352. https://doi.org/10.1080/03052150500478007.
Pankaj, B. S., G. Jaykrishnan, and A. Ostfeld. 2022. “Optimizing Water Quality Treatment Levels for Water Distribution Systems under Mixing Uncertainty at Junctions.” J Water Resour Plan Manag, 148 (5): 04022013. American Society of Civil Engineers. https://doi.org/10.1061/(ASCE)WR.1943-5452.0001544.
Pasha, M. F. K., and K. Lansey. 2005. “Analysis of uncertainty on water distribution hydraulics and water quality.” World Water Congress 2005: Impacts of Global Climate Change - Proceedings of the 2005 World Water and Environmental Resources Congress, 10. https://doi.org/10.1061/40792(173)10.
Pasha, M. F. K., and K. Lansey. 2010. “Effect of parameter uncertainty on water quality predictions in distribution systems-case study.” Journal of Hydroinformatics, 12 (1): 1–21. https://doi.org/10.2166/hydro.2010.053.
Perelman, L., M. Housh, and A. Ostfeld. 2013. “Robust optimization for water distribution systems least cost design.” Water Resour Res, 49 (10): 6795–6809. https://doi.org/10.1002/wrcr.20539.
Prasad, T. D., G. A. Walters, and D. A. Savic. 2004. “Booster Disinfection of Water Supply Networks: Multiobjective Approach.” J Water Resour Plan Manag, 130 (5): 367–376. American Society of Civil Engineers (ASCE). https://doi.org/10.1061/(asce)0733-9496(2004)130:5(367).
Propato, M., and J. G. Uber. 2004. “Linear Least-Squares Formulation for Operation of Booster Disinfection Systems.” J Water Resour Plan Manag, 130 (1): 53–62. https://doi.org/10.1061/(ASCE)0733-9496(2004)130:1(53).
Schwartz, R., M. Housh, and A. Ostfeld. 2016. “Least-Cost Robust Design Optimization of Water Distribution Systems under Multiple Loading.” J Water Resour Plan Manag, 142 (9): 04016031. https://doi.org/10.1061/(asce)wr.1943-5452.0000670.
Seifollahi-Aghmiuni, S., O. Bozorg Haddad, and M. A. Mariño. 2013. “Water Distribution Network Risk Analysis Under Simultaneous Consumption and Roughness Uncertainties.” Water Resources Management, 27 (7): 2595–2610. https://doi.org/10.1007/s11269-013-0305-4.
Tryby, M. E., D. L. Boccelli, M. T. Koechling, J. G. Uber, R. S. Summers, and L. A. Rossman. 1999. “Booster chlorination for managing disinfectant residuals.” J Am Water Works Assoc, 91 (1): 95–108. American Water Works Assoc. https://doi.org/10.1002/j.1551-8833.1999.tb08574.x.
Wang, H., W. Guo, J. Xu, and H. Gu. 2010. “A hybrid PSO for optimizing locations of booster chlorination stations in water distribution systems.” 2010 International Conference on Intelligent Computation Technology and Automation, ICICTA 2010, 126–129.
Wang, Y., G. Zhu, and B. Engel. 2018. “Variation and relationship of THMs between tap water and finished water in Yancheng City, China.” Environ Monit Assess, 190 (9): 1–11. Springer International Publishing. https://doi.org/10.1007/s10661-018-6909-7.

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World Environmental and Water Resources Congress 2023
Pages: 952 - 962

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Published online: May 18, 2023

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Sriman Pankaj Boindala [email protected]
1Ph.D. Student, Faculty of Civil and Environmental Engineering, Technion–Israel Institute of Technology, Haifa, Israel. ORCID: https://orcid.org/0000-0002-1305-6586. Email: [email protected]
G. Jaykrishnan [email protected]
2Ph.D. Student, Faculty of Industrial Engineering and Management, Technion–Israel Institute of Technology, Haifa, Israel. Email: [email protected]
Avi Ostfeld, F.ASCE [email protected]
3Professor, Faculty of Civil and Environmental Engineering, Technion–Israel Institute of Technology, Haifa, Israel. Email: [email protected]

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