Optimization-simulation model for real-time pump and valve operation of water distribution systems under critical conditions

References

• Bagirov, A. M., A. F. Barton, H. Mala-Jetmarova, A. Al Nuaimat, S. T. Ahmed, N. Sultanova, and J. Yearwood. 2013. “An Algorithm for Minimization of Pumping Costs in Water Distribution Systems Using a Novel Approach to Pump Scheduling.” Mathematical and Computer Modelling 57 (3): 873–886. doi:10.1016/j.mcm.2012.09.015.
   Google Scholar
• Boulos, P. F., L. B. Jacobsen, J. E. Heath, and S. Kamojjala. 2014. “Real-Time Modeling of Water Distribution Systems: A Case Study.” Journal of AWWA 106 (9): 391–401. doi:10.5942/jawwa.2014.106.0076.
   Web of Science ®Google Scholar
• Broad, D. R., G. C. Dandy, and H. R. Maier. 2005. “Water Distribution System Optimization Using Meta Models.” Journal of Water Resources Planning and Management 131 (3): 172–180. doi:10.1061/(ASCE)0733-9496(2005)131:3(172).
   Web of Science ®Google Scholar
• Broad, D. R., H. R. Maier, and G. C. Dandy. 2010. “Optimal Operation of Complex Water Distribution Systems Using Meta Models.” Journal of Water Resources Planning and Management 136 (1): 433–443. doi:10.1061/(ASCE)WR.1943-5452.0000052.
   Google Scholar
• Candelieri, A., R. Perego, and F. Archetti. 2018. “Bayesian Optimization of Pump Operations in Water Distribution Systems.” Journal of Global Optimization 71 (1): 213–235. doi:10.1007/s10898-018-0641-2.
   Web of Science ®Google Scholar
• Cheng, W. P., T. C. Yu, and G. Xu. 2014. “Real-Time Model of a Large-Scale Water Distribution System.” Proceedings 16th Conference on Water Distribution Systems Analysis, WDSA 2014 89 (1): 457–466. doi:10.1016/j.proeng.2014.11.212.
   Google Scholar
• Costa, L. H. M., H. M. Ramos, and M. A. H. Castro. 2010. “Hybrid Genetic Algorithm in the Optimization of Energy Costs in Water Supply Networks.” Water Science & Technology: Water Supply 10 (3): 315–326. doi:10.2166/ws.2010.194.
   Google Scholar
• Eliades, D. 2016. “EPANET-MATLIB-Tookit. KIOS-Research Center, University of Cyprus.” Republic of Cyprus. https://www.mathworks.com/MATLIBcentral/filesexchange/25100-kios-research-epanet-MATLAB-tookit/
   Google Scholar
• Ghaddar, B., J. Naoum-Sawaya, A. Kishimoto, N. Taheri, and B. Eck. 2014. “A Lagrangian Decomposition Approach for the Pump Scheduling Problem in Water Networks.” European Journal of Operation Research 241: 490–501. doi:10.1016/j.ejor.2014.08.033.
   Web of Science ®Google Scholar
• Goldman, F. E., A. B. A. Sakarya, and L. W. Mays. 2002. “Optimal Operation of Water Systems.” In Chapter 12. Urban Water Supply Handbook, edited by L. W. Mays, 12.1–12.39. New York, NY: McGraw-Hill.
   Google Scholar
• Goldman, F. E., and L. W. Mays. 2005. “Water Distribution System Operation: Application of Simulated Annealing.” Chap. 5. in Water Resources Systems Management Tools, edited by L. W. Mays, 5.1–5.17. New York, NY: McGraw-Hill.
   Google Scholar
• Hashemi, S., M. Tabesh, and B. Ataeekia. 2014. “Ant-Colony Optimization of Pumping Schedule to Minimize the Energy Cost Using Variable-Speed Pumps in Water Distribution Networks.” Urban Water 11 (5): 335–347. doi:10.1080/1573062X.2013.79523.
   Web of Science ®Google Scholar
• Islam, M. M., M. A. Sattar, M. F. Amin, X. Yao, and K. Murase. 2009. “A New Adaptive Merging and Growing Algorithm for Designing Artificial Neural Networks.” IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 39 (3): 705–722. doi:10.1109/TSMCB.2008.2008724.
   PubMed Web of Science ®Google Scholar
• Jamieson, D. G., U. Shamir, F. Martinez, and M. Franchini. 2007. “Conceptual Design of a Generic, Real-Time, Near-Optimal Control System for Water-Distribution Networks.” Journal of Hydroinformatics 9 (1): 3–14. doi:10.2166/hydro.2006.013.
   Web of Science ®Google Scholar
• Jowitt, P. W., and C. Xu. 1990. “Optimal Valve Control in Water-Distribution Networks.” Journal of Water Resources Planning and Management 116 (4): 455–472. doi:10.1061/(ASCE)0733-9496(1990)116:4(455).
   Web of Science ®Google Scholar
• Kang, D. 2014. “Real-Time Optimal Control of Water Distribution Systems.” Proceeding 12th International Conference on Computing and Control for the Water Industry, CCWI 2013 70: 917–923. doi:10.1016/j.proeng.2014.02.102.
   Google Scholar
• Khatavkar, P., and L. W. Mays. 2017. “Model for Optimal Operation of Water Distribution Pumps with Uncertain Demand Patterns.” Water Resources Management 31 (12): 3867–3880. doi:10.1007/s11269-017-1712-8.
   Web of Science ®Google Scholar
• Khatavkar, P., and L. W. Mays. 2018. “Model for the Real-Time Operations of Water Distribution Systems under Limited Electrical Power Availability with Consideration of Water Quality.” Journal of Water Resources Planning and Management 144 (11): 1–8. doi:10.1061/(ASCE)WR.1943-5452.0001000.
   Web of Science ®Google Scholar
• Kurek, W., and A. Ostfeld. 2013. “Multi-Objective Optimization of Water Quality, Pumps Operation, and Storage Sizing of Water Distribution Systems.” Journal of Environmental Management 115: 189–197. doi:10.1016/j.jenvman.2012.11.030.
   PubMed Web of Science ®Google Scholar
• Li., Q., S. Yu., A. Al-Sumaiti., and K. Turitsyn. 2018. “Modeling and Co-Optimization of a Micro Water-Energy Nexus for Smart Communities.” In Proc., 2018 IEEE PES Innovative Smart Grid Technologies Conference Europe (Isgt-Europe), Sarajevo, Bosnia and Herzegovina, 1–5. doi:10.1109/ISGTEurope.2018.8571840.
   Google Scholar
• Mala-Jetmarova, H., N. Sultanova, and D. Savic. 2018. “Lost in Optimisation of Water Distribution Systems? A Literature Review of System Design.” Water 10 (3): 307. doi:10.3390/w10030307.
   Web of Science ®Google Scholar
• Odan, F. K., L. F. Ribeiro Reis, and Z. Kapelan. 2015. “Real-Time Multiobjective Optimization of Operation of Water Supply Systems.” Journal of Water Resources Planning and Management 141 (9): 04015011. doi:10.1061/(ASCE)WR.1943-5452.0000515.
   Web of Science ®Google Scholar
• Odan, F. K., L. F. R. Reis, and Z. Kapelan. 2014. “Use of Metamodels in Real-Time Operation of Water Distribution Systems.” Proceedings 16th Conference on Water Distribution Systems Analysis, WDSA 89 (1): 449–456. doi:10.1016/j.proeng.2014.11.211.
   Google Scholar
• Ozger, S., and L. W. Mays. 2005. “Optimal Location of Isolation Valves in Water Distribution Systems: A Reliability/Optimization Approach.” In Water Resource Systems Management Tools, edited by L. W. Mays, 7.1–7.27. New York, NY: McGraw Hill.
   Google Scholar
• Pasha, F. M. K., and K. Lansey. 2014. “Strategies to Develop Warm Solutions for Real-Time Pump Scheduling for Water Distribution Systems.” Water Resource Management 28 (12): 3975–3987. doi:10.1007/s11269-014-0721-0.
   Web of Science ®Google Scholar
• Ramos, J. S., and H. M. Ramos. 2009. “Sustainable Application of Renewable Sources in Water Pumping Systems: Optimized Energy System Configuration.” Energy Policy 37: 633–643. doi:10.1016/j.enpol.2008.10.006.
   Web of Science ®Google Scholar
• Rao, Z., and E. Salomons. 2007. “Development of a Real-Time, Near-Optimal Control System for Water-Distribution Networks.” Journal of Hydroinformatics 9 (1): 25–38. doi:10.2166/hydro.2006.015.
   Web of Science ®Google Scholar
• Rao, Z., and F. Alvarruiz. 2007. “Use of an Artificial Neural Network to Capture the Domain Knowledge of a Conventional Hydraulic Simulation Model.” Journal of Hydroinformatics 9 (1): 15–24. doi:10.2166/hydro.2006.014.
   Web of Science ®Google Scholar
• Rinaldi, S. M., J. P. Peerenboom, and T. K. Kelly. 2001. “Identifying, Understanding, and Analyzing Critical Infrastructure Interdependencies.” IEEE Control Systems 21 (6): 11–25. doi:10.1109/37.969131.
   Web of Science ®Google Scholar
• Rossman, L. A. 2000. EPANET 2 Users Manual. (EPA/600/R-00/057). Cincinnati, USA: U.S. Environmental Protection Agency.
   Google Scholar
• Sakarya, A. B., and L. W. Mays. 2000. “Optimal Operation of Water Distribution Pumps considering Water Quality.” Journal of Water Resources Planning and Management 126 (4): 210–220. doi:10.1061/(ASCE)0733-9496(2000)126:4(210).
   Web of Science ®Google Scholar
• Salomons, E., A. Goryashko, U. Shamir, Z. Rao, and S. Alvisi. 2007. “Optimizing the Operation of the Haifa-A Water Distribution Network.” Journal of Hydroinformatics 9 (1): 51–64. doi:10.2166/hydro.2006.017.
   Web of Science ®Google Scholar
• Shamir, U., and E. Salomons. 2008. “Optimal Real-Time Operation of Urban Water Distribution Systems Using Reduced Models.” Journal of Water Resources Planning and Management 134 (2): 181–185. doi:10.1061/(ASCE)0733-9496(2008)134:2(181).
   Web of Science ®Google Scholar
• Vasconcelos, J. J., L. A. Rossman, W. M. Grayman, P. F. Boulos, and R. M. Clark. 1996. Characterization and Modelling of Chlorine Decay in Distribution Systems. Denver, CO: AWWA Research Foundation.
   Google Scholar
• Vrugt, J. A., and B. A. Robinson. 2007. Improved Evolutionary Optimization from Genetically Adaptive Multimethod Search. Proceedings of the National Academy of Sciences, 104 (3):708–711. doi:10.1073/pnas.0610471104.
   Google Scholar
• Zachariadis, T., and A. Poullikkas. 2012. “The Costs of Power Outages: A Case Study from Cyprus.” Energy Policy 51 (1): 630–641. doi:10.1016/j.enpol.2012.09.015.
   Google Scholar