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Articles

Run-time optimisation of sewer remote control systems using genetic algorithms and multi-criteria decision analysis: CSO and energy consumption reduction

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Pages 62-79 | Received 30 Jan 2019, Accepted 17 May 2020, Published online: 29 May 2020

References

  • Avilés, A. B. L., F. C. Velázquez, and M. L. P. del Riquelme. 2019. “Methodology for Energy Optimization in Wastewater Treatment Plants. Phase I: Control of the Best Operating Conditions.” Sustainability 11 (14): 3919. doi: 10.3390/su11143919
  • Bauser, G., H.-J. H. Franssen, H.-P. Kaiser, U. Kuhlmann, F. Stauffer, and W. Kinzelbach. 2010. “Real-time Management of an Urban Groundwater Well Field Threatened by Pollution.” Environmental Science and Technology 44 (17): 6802–6807. doi: 10.1021/es100648j
  • Borsányi, P., L. Benedetti, G. Dirckx, W. De Keyser, D. Muschalla, A.-M. Solvi, V. Vandenberghe, M. Weyand, and P. A. Vanrolleghem. 2008. “Modelling Real-Time Control Options on Virtual Sewer Systems.” Journal of Environmental Engineering and Science 7 (4): 395–410. doi: 10.1139/S08-004
  • Breinholt, A., P. A. Santacoloma, P. S. Mikkelsen, M. Grum, and M. K. Nielsen. 2008. “Evaluation Framework for Control of Integrated Urban Drainage Systems.” Paper presented at the 11th International Conference on Urban Drainage, Edinburgh, August 31–September 5.
  • Butler, D., and M. Shütze. 2005. “Integrating Simulation Models with a View to Optimal Control of Urban Wastewater Systems.” Environmental Modelling & Software 20: 415–426. doi: 10.1016/j.envsoft.2004.02.003
  • Darsono, J., and W. Labadie. 2007. “Neural Optimal Control Algorithm for Real-Time Regulation of in-Line Storage in Combined Sewer Systems.” Environmental Modelling & Software 22: 149–1361. doi: 10.1016/j.envsoft.2006.09.005
  • Deb, K., A. Pratap, S. Agarwal, and T. Meyarivan. 2002. “A Fast and Elitist Multi-Objective Genetic Algorithm: NSGA-II.” IEEE Transactionson Evolutionary Computation 6 (2): 181–197.
  • Fu, G., G. Butler, and K. Soon-Thiam. 2008. “Multiple Objective Optimal Control of Integrated Urban Wastewater Systems.” Environmental Modelling & Software 23: 225–234. doi: 10.1016/j.envsoft.2007.06.003
  • Gaborit, E., D. Muschalla, B. Vallet, P. A. Vanrolleghem, and F. Anctil. 2012. “Improving the Performance of Stormwater Detention Basins by Real-Time Control Using Rainfall Forecasts.” Urban Water Journal 10 (4): 230–246. doi: 10.1080/1573062X.2012.726229
  • Gambier, A. 2004. “Real-time Control Systems: a Tutorial.” 5th Asian Control Conference (IEEE Cat. No. 04EX904) 2: 1024–1031.
  • Garofalo, G., A. Giordano, P. Piro, G. Spezzano, and A. Vinci. 2017. “A Distributed Real-Time Approach for Mitigating CSO and Flooding in Urban Drainage Systems.” Journal of Network and Computer Applications 78 (15): 30–42. doi: 10.1016/j.jnca.2016.11.004
  • Hutton, C. J., Z. Kapelan, L. Vamvakeridou-Lyroudia, and D. Savić. 2014. “Real-time Data Assimilation in Urban Rainfall-Runoff Models.” Procedia Engineering 70: 843–852. doi: 10.1016/j.proeng.2014.02.092
  • Li, J., K. Sharma, Y. Liu, G. Jiang, and Z. Yuan. 2019. “Real-time Prediction of Rain-Impacted Sewage Flow for on-Line Control of Chemical Dosing in Sewers.” Water Research 149: 311–321. doi: 10.1016/j.watres.2018.11.021
  • Meng, F., G. Fu, and D. Butler. 2016. “Water Quality Permitting: From End-of-Pipe to Operational Strategies.” Water Research 101 (15): 114–126. doi: 10.1016/j.watres.2016.05.078
  • Meng, F., G. Fu, and D. Butler. 2017. “Cost-Effective River Quality Management Using Integrated Real-Time Control Technology.” Environmental Science and Technology 51 (17): 9876–9886. doi: 10.1021/acs.est.7b01727
  • Middleton, J. R., and M. E. Barrett. 2008. “Water Quality Performance of a Batch-Type Stormwater Detention Basin.” Water Environment Research 80 (2): 172–178. doi: 10.2175/106143007X220842
  • Mollerup, A. L., P. S. Mikkelsen, and G. Sin. 2016. “A Methodological Approach to the Design of Optimising Control Strategies for Sewer Systems.” Environmental Modelling & Software 83: 103–115. doi: 10.1016/j.envsoft.2016.05.004
  • Mollerup, A. L., P. S. Mikkelsen, D. Thornberg, and G. Sin. 2015. “Regulatory Control Analysis and Design for Sewer Systems.” Environmental Modelling & Software 66: 153–166. doi: 10.1016/j.envsoft.2014.12.001
  • Muschalla, D. 2008. “Optimization of Integrated Urban Wastewater Systems Using Multi-Objective Evolution Strategies.” Urban Water Journal 5 (1): 57–65. doi: 10.1080/15730620701726309
  • Nielsen, G. B., M. K. Nielsen, P. S. Mikkelsen, and H. Madsen. 2007. “Application of on-Line Data for CSO Calculation and its Consequences.” Novatech 2007: 1583–1590.
  • Nielsen, N. H., C. Raven, and N. Molbye. 2010. “ Implementation and Design of a RTC Strategy in the Sewage System in Kolding, Denmark.” Novatech 2010.
  • Ocampo-Martinez, C., A. Ingimundarson, V. Puig, and J. Quevedo. 2008. “Objective Prioritization Using Lexicographic Minimizers for MPC of Sewer Networks.” IEEE Transactions on Control Systems Technology 16 (1): 113–121. doi: 10.1109/TCST.2007.899741
  • Pleau, M., H. Colas, P. Lavallée, G. Pellettier, and R. Bonin. 2005. “Global Optimal Real-Time Control of the Quebec Urban Drainage System.” Environmental Modelling & Software 20: 401–413. doi: 10.1016/j.envsoft.2004.02.009
  • Pleau, M., G. Pelletier, H. Colas, and P. Lavallée. 2002. “Reliability and Robustness in Real-Time Control Applications.” Global Solutions for Urban Drainage 332: 1–12.
  • Rauch, W., and P. Harremoës. 1999. “Genetic Algorithms in Real Time Control Applied to Minimize Transient Pollution From Urban Wastewater Systems.” Water Research 33 (5): 1265–1277. doi: 10.1016/S0043-1354(98)00304-2
  • Sakson, G., M. Zawilski, and A. Brzezińska. 2018. “Analysis of Combined Sewer Flow Storage Scenarios Prior to Wastewater Treatment Plant.” Ecological Chemistry and Engineering S 25 (4): 619–630. doi: 10.1515/eces-2018-0041
  • Schroeder, K., and E. Pawlowsky-Reusing. 2005. “Current State and Development of the Real-Time Control of the Berlin Sewage System.” Water Science and Technology 52 (12): 181–187. doi: 10.2166/wst.2005.0457
  • Schütze, M., J. Alex, and M. Ogurek. 2005. “A General Algorithm for the Development of Control Algorithms for RTC of Sewer Systems.” 10th International Conference on Urban Drainage (ICUD), 21–26.
  • Schütze, M., D. Butler, and M. Bruce Beck. 1999. “Optimisation of Control Strategies for the Urban Wastewater System – An Integrated Approach.” Water Science and Technology 39 (9): 209–216. doi: 10.2166/wst.1999.0479
  • Schütze, M., A. Campisano, H. Colas, W. Schilling, and P. A. Vanrolleghem. 2004. “Real Time Control of Urban Wastewater Systems-Where Do We Stand Today?” Journal of Hydrology 299: 335–348. doi: 10.1016/j.jhydrol.2004.08.010
  • Schütze, M., V. Erbe, U. Haas, and M. Scheer. 2004. “PASST – A Planning Aid for Sewer System Real Time Control.” 6th International Conference on Urban Drainage Modelling – UDM 2004, 286.
  • Schütze, M., U. Haas, M. Scheer, and W. Schilling. 2005. “New Guidelines for Planning of Real Time Control of Urban Drainage Systems.” 10th International Conference on Urban Drainage, Copenhagen/Denmark, 21–26.
  • Seggelke, K., K. H. Rosenwinkel, P. A. Vanrolleghem, and P. Krebs. 2005. “Integrated Operation of Sewer System and WWTP by Simulation-Based Control of the WWTP Inflow.” Water Science and Technology 52 (5): 195–203. doi: 10.2166/wst.2005.0134
  • Shishegar, S., S. Duchesne, and G. Pellettier. 2018. “Optimization Methods Applied to Stormwater Management Problems: A Review.” Urban Water Journal 15 (3): 276–286. doi: 10.1080/1573062X.2018.1439976
  • Sun, C., B. Josep-Duran, G. Cembrano, V. Puig, and J. Meseguer. 2018. “Advanced Integrated Real-Time Control of Combined Urban Drainage Systems Using MPC: Badalona Case Study.” International Conference on Hydroinformatics, Palermo, Italia, July 1–6, proceedings book: 2033–2041.
  • Van Daal-Rombouts, P., L. Benedetti, J. de Jonge, S. Weijers, and J. Langeveld. 2017. “Performance Evaluation of a Smart Buffer Control at a Wastewater Treatment Plant.” Water Research 125: 180–190. doi: 10.1016/j.watres.2017.08.042
  • Vanrolleghem, P. A., L. Benedetti, and J. Meirlaen. 2005. “Modelling and Real-Time Control of the Integrated Urban Wastewater System.” Environmental Modelling & Software 20: 427–442. doi: 10.1016/j.envsoft.2004.02.004
  • Weisheimer, A., and T. N. Palmer. 2014. “On the Reliability of Seasonal Climate Forecasts.” Journal of the Royal Society Interface 11: 20131162. doi: 10.1098/rsif.2013.1162

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