Customer Service-Oriented Water Distribution Network Management through Optimized Control Valve Installation
Publication: Pipelines 2023
ABSTRACT
Customer demand for water supply services has changed from quantitative to qualitative, and the need for services is increasing. This study aims to develop a multi-objective model that minimizes water supply risks and costs by installing additional control valves to achieve the level of service demanded by consumers. As a result of applying the model to an existing water distribution network with a current water suspension risk of 22 h in a year, an optimal control valve location was derived that could reduce the risk by 45%. Installing additional control valves was found to be a more appropriate alternative than replacing the aged pipes. In addition, the model was verified to derive the optimal solution through the Pareto solution under various conditions. This study provides a reference for establishing plans for future water distribution network (WDN) management.
Get full access to this article
View all available purchase options and get full access to this chapter.
REFERENCES
Abdel-Mottaleb, N., and Walski, T. (2021). “Evaluating segment and valve importance and vunerability”, J. Water Res. Plan. Man., 147(5), 04021020.
Ali, M. (2015). “Knowledge-based optimization model for control valve locations in water distribution networks”, J. Water Res. Plan. Man., 141(1), 04014048.
Atashi, M., Ziaei, A., Khodashenas, S., and Farmani, R. (2020). “Impact of isolation valves location on resilience of water distribution systems”, Urban Water J., 17(6), 560–567.
Choi, T., and Koo, J. (2015). “A water supply risk assessment model for water distribution network”, Desalin. Water Treat., 54, 1410–1420.
Creaco, E., and Haidar, H. (2019). “Multiobjective optimization of control valve installation and DMA creation for reducing leakage in water distribution networks”, J. Water Res. Plan. Man., 145(10), 04019046.
Creaco, E., and Pezzinga, G. (2014). “Multiobjective optimization of pipe replacements and control valve installations for leakage attenuation in water distribution networks”, J. Water Res. Plan. Man., 143(3), 04014059.
Dawood, T., Elwakil, E., Novoa, H., and Garate Delgado, J. (2020). “Water pipe failure prediction and risk models: state-of-the-art review”, Can. J. Civil Eng., 47(10), 1117–1127.
Deb, K., Pratap, A., Agarwal, S., and Meyarivan, T. (2002). “A fast and elitist multiobjective genetic algorithms: NSGA2”, IEEE T. Evolut. Comput., 6(2), 182–197.
Gavanelli, M., Nonato, M., and Peano, A. (2013). “An ASP approach for the valves positioning optimization in a water distribution system”, J. Logic and Comput., 25(6), 1351–1369.
Ghobadi, F., Jeong, G., and Kang, D. (2021). “Water pipe replacement scheduling based on life cycle cost assessment and optimization algorithm”, Water, 13(5), 605.
Giustolisi, O., and Savic, D. (2010). “Identification of segments and optimal isolation valve system design in water distribution networks”, Urban Water J., 7(1), 1–15.
Giustolisi, O., and Savic, D. (2008). “Optimal design of isolation valve system for water distribution networks”, In Proceedings of 10th Water Distribution System Analysis (WDSA) 2008, Kruger National Park, South Africa.
Jun, H., and Loganathan, G. V. (2007). “Valve-controlled segments in water distribution systems”, J. Water Res. Plan. Man., 113(2), 145–155.
Kim, K., Koo, J., Koo, D., Iseley, T., Park, S., and Park, H. (2022). “Pipe failure prediction via cohort survival model with a fuzzy system”, In Utility Engineering and Surveying Institute (UESI) Pipeline Conference 2022, Indianapolis, IN, United States.
MOE (Korean Ministry of Environment). (2021). Statistics of water supply, MOE, Daejeon, Republic of Korea.
Walski, T. M. (1993). “Practical aspects of providing reliability in water distribution systems: The reliability of water distribution systems”, Reliab. Eng. Syst. Safe., 42(1), 13–19.
Information & Authors
Information
Published In
History
Published online: Aug 10, 2023
ASCE Technical Topics:
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.