A multiobjective simulation-optimization tool for assisting in urban watershed restoration planning

作者: Nasrin Alamdari , David J. Sample

DOI: 10.1016/J.JCLEPRO.2018.12.108

关键词:

摘要: Abstract Significant efforts are being made to restore urban watersheds. Stormwater control measures (SCMs) reduce runoff and provide water quality treatment, the predominate means of achieving restoration objectives. Determining an effective implementation strategy for these often requires a simulation model. The Storm Water Management Model (SWMM) is hydrologic-hydraulic model specifically developed use in We enhanced existing external program SWMM by adding automated calibration user-selected events, sensitivity analysis capability, multiobjective cost-optimization feature using well-known evolutionary solver, Non-dominated sorting genetic algorithm (NSGA-II). program, RSWMM-Cost, was then applied previously Difficult Run watershed Fairfax County, Virginia. Calibration verification were performed program. Sensitivity conducted varying SCM attributes as function performance metrics. Cost-optimization on 123.4 ha headwater subcatchment generalized cost relationships constraints based upon design guidance requirements. A cost-effectiveness curve generated, consisting sets SCMs that either optimal or nearly so. Thus, RSWMM-Cost can assist decision makers identify management strategies meet goals.

参考文章(38)
Peter T. Weiss, John S. Gulliver, Andrew J. Erickson, Cost and Pollutant Removal of Storm-Water Treatment Practices Journal of Water Resources Planning and Management. ,vol. 133, pp. 218- 229 ,(2007) , 10.1061/(ASCE)0733-9496(2007)133:3(218)
Mohammad Hossein Niksokhan, Reza Kerachian, Mohammad Karamouz, A game theoretic approach for trading discharge permits in rivers. Water Science and Technology. ,vol. 60, pp. 793- 804 ,(2009) , 10.2166/WST.2009.394
A ELLIOTT, S TROWSDALE, A review of models for low impact urban stormwater drainage Environmental Modelling and Software. ,vol. 22, pp. 394- 405 ,(2007) , 10.1016/J.ENVSOFT.2005.12.005
Haifeng Jia, Yuwen Lu, Shaw L. Yu, Yurong Chen, Planning of LID–BMPs for urban runoff control: The case of Beijing Olympic Village Separation and Purification Technology. ,vol. 84, pp. 112- 119 ,(2012) , 10.1016/J.SEPPUR.2011.04.026
Christopher Zoppou, Review of urban storm water models Environmental Modelling and Software. ,vol. 16, pp. 195- 231 ,(2001) , 10.1016/S1364-8152(00)00084-0
J.E. Nash, J.V. Sutcliffe, River flow forecasting through conceptual models part I — A discussion of principles☆ Journal of Hydrology. ,vol. 10, pp. 282- 290 ,(1970) , 10.1016/0022-1694(70)90255-6
Patrice Ogou Yapo, Hoshin Vijai Gupta, Soroosh Sorooshian, None, Multi-objective global optimization for hydrologic models Journal of Hydrology. ,vol. 204, pp. 83- 97 ,(1998) , 10.1016/S0022-1694(97)00107-8
Erik S. Bedan, John C. Clausen, Stormwater Runoff Quality and Quantity From Traditional and Low Impact Development Watersheds Journal of The American Water Resources Association. ,vol. 45, pp. 998- 1008 ,(2009) , 10.1111/J.1752-1688.2009.00342.X