Optimization design and research of simulation system for urban green ecological rainwater by genetic algorithm

Lu Cao1, Yuling Liu1
1School of Water Resources and Electric Power, Xi’an University of Technology, Xi’an, China

Tóm tắt

Từ khóa


Tài liệu tham khảo

Hu M, Zhang X, Siu YL, Li Y, Tanaka K, Yang H, Xu Y (2018) Flood mitigation by permeable pavements in Chinese sponge city construction. Water 10(2):172. https://doi.org/10.3390/w10020172

Bell CD, McMillan SK, Clinton SM, Jefferson AJ (2016) Hydrologic response to stormwater control measures in urban watersheds. J Hydrol 541:1488–1500. https://doi.org/10.1016/j.jhydrol.2016.08.049

Chui TFM, Liu X, Zhan W (2016) Assessing cost-effectiveness of specific lid practice designs in response to large storm events. J Hydrol 533:353–364. https://doi.org/10.1016/j.jhydrol.2015.12.011

Cano OM, Barkdoll BD (2017) Multiobjective, socioeconomic, boundary-emanating, nearest distance algorithm for stormwater low-impact BMP selection and placement. J Water Resour Plan Manag. https://doi.org/10.1061/(asce)wr.1943-5452.0000726

Petit-Boix A, Sevigné-Itoiz E, Rojas-Gutierrez LA, Barbassa AP, Josa A, Rieradevall J, Gabarrell X (2017) Floods and consequential life cycle assessment: integrating flood damage into the environmental assessment of stormwater Best Management Practices. Journal of Clean Prod 162:601–608. https://doi.org/10.1016/j.jclepro.2017.06.047

Wang M, Zhang DQ, Su J, Dong JW, Tan SK (2018) Assessing hydrological effects and performance of low impact development practices based on future scenarios modeling. Journal of Clean Prod 179:12–23. https://doi.org/10.1016/j.jclepro.2018.01.096

Firehock K, Walker RA, Firehock K et al (2015) Strategic green infrastructure planning: a multi-scale approach[M]. Island press/center for resource economics, Washington, DC

Lottering N, Plessis DD, Donaldson R (2015) Coping with drought: the experience of water sensitive urban design (WSUD) in the George Municipality. Water SA 41(1):1–7. https://doi.org/10.4314/wsa.v41i1.1

Perales-Momparler S, Andrés-Doménech I, Hernández-Crespo C et al (2016) The role of monitoring sustainable drainage systems for promoting transition towards regenerative urban built environments: a case study in the Valencian region, Spain. Journal of Clean Prod 163:S113–S124. https://doi.org/10.1016/j.jclepro.2016.05.153

Li H, Ding L, Ren M, Li C, Wang H (2017) Sponge City construction in China: a survey of the challenges and opportunities. Water 9(9):594. https://doi.org/10.3390/w9090594

Mollerup AL, Mikkelsen PS, Thornberg D et al (2015) Regulatory control analysis and design for sewer systems. Environ Model Softw 66:153–166. https://doi.org/10.1016/j.envsoft.2014.12.001

Simona SC, Marco M, Irena S (2016) A long-term hydrological modelling of an extensive green roof by means of SWMM. Ecol Eng 95:876–887. https://doi.org/10.1016/j.ecoleng.2016.07.009

Leandro J, Martins R (2016) A methodology for linking 2D overland flow models with the sewer network model SWMM 5.1 based on dynamic link libraries. Water Sci Technol 73(12):3017–3026. https://doi.org/10.2166/wst.2016.171

Koudelak P, West S (2007) Sewerage network modelling in Latvia, use of InfoWorks CS and storm water management model 5 in Liepaja city. Water & Environ J 22(2):81–87. https://doi.org/10.1111/j.1747-6593.2007.00079.x

Zhou QQ (2014) A review of sustainable urban drainage systems considering the climate change and urbanization impacts. Water 6(4):976–992. https://doi.org/10.3390/w6040976

Teng J, Jakeman AJ, Vaze J et al (2017) Flood inundation modelling: a review of methods, recent advances and uncertainty analysis. Environ Model Softw 90:201–216. https://doi.org/10.1016/j.envsoft.2017.01.006

Hu L, Lu W, Zhang ZK (2016) Application of MIKE11 model in water quality early-warning and protection in Dong Tiaoxi water source. Chinese J Hydrodyn, doi: https://doi.org/10.16076/j.cnki.cjhd.2016.01.005

Morianou GG, Kourgialas NN, Karatzas GP et al (2016) Hydraulic and sediment transport simulation of Koiliaris River using the MIKE 21C model. Procedia Eng 162:463–470. https://doi.org/10.1016/j.proeng.2016.11.089

Zhang SH, Pan BZ (2014) An urban storm-inundation simulation method based on GIS. J Hydrol 517:26–268. https://doi.org/10.1016/j.jhydrol.2014.05.044

Bisht DS, Chandranath C, Kalakoti S et al (2016) Modeling urban floods and drainage using SWMM and MIKE URBAN: a case study. Nat Hazards 84(2):749–776. https://doi.org/10.1007/s11069-016-2455-1

Chen XL, Zhao SD, Zhao DQ, Sheng Z (2015) Introduction of digitalwater simulation system. Chinese China Water Wastewater 31(1):104–108

Jia HF, Yao HR, Tang Y, Yu SL, Field R, Tafuri AN (2015) LID-BMPs planning for urban runoff control and the case study in China. J Environ Manage 149:65–76. https://doi.org/10.1016/j.jenvman.2014.10.003

Chang TJ, Wang CH, Chen AS (2015) A novel approach to model dynamic flow interactions between storm sewer system and overland surface for different land covers in urban areas. J Hydrol 524:662–679. https://doi.org/10.1016/j.jhydrol.2015.03.014

Zölch T, Henze L, Keilholz P, Pauleit S (2017) Regulating urban surface runoff through nature-based solutions – an assessment at the micro-scale. Environ Res 157:135–144. https://doi.org/10.1016/j.envres.2017.05.023

Campisano A, Butler D, Ward S et al (2017) Urban rainwater harvesting systems: research, implementation and future perspectives. Water Res 115:195–209. https://doi.org/10.1016/j.watres.2017.02.056

Bashar MZI, Karim MR, Imteaz MA (2018) Reliability and economic analysis of urban rainwater harvesting: a comparative study within six major cities of Bangladesh. Resour Conserv Recycl 133:146–154. https://doi.org/10.1016/j.resconrec.2018.01.025

Zhang S, Zhang J, Yue T et al (2019) Impacts of climate change on urban rainwater harvesting systems. Sci Total Environ 665:262–274. https://doi.org/10.1016/j.scitotenv.2019.02.135

Qin Z, Yao Y, Zhao J et al (2021) Investigation of migration rule of rainwater for sponge city roads under different rainfall intensities. Environ Geochem Health. https://doi.org/10.13616/j.cnki.gcjsysj.2020.03.030

Ranaee E, Abbasi AA, TabatabaeeYazdi J et al (2021) Feasibility of rainwater harvesting and consumption in a middle eastern semiarid urban area. Water 13(15):2130. https://doi.org/10.3390/w13152130

Abebe Y, Kabir G, Tesfamariam S (2018) Assessing urban areas vulnerability to pluvial flooding using GIS applications and Bayesian belief network model. J Clean Prod 174:1629–1641. https://doi.org/10.1016/j.jclepro.2017.11.066

MOHURD (2014) Technical guide of sponge city construction[Z]. Ministry of housing and urban-rural development of the People's Republic of China, Beijing, (in Chinese).

DHI (2016) (Danish Hydraulic Institute). Mike URBAN User Manual[Z]. Danish Hydraulic Institute, Hørsholm, Denmark

Lee KS, Cho WS, Hwang JW et al (2015) Numerical simulation for reducing the flood damage of green park using MIKE URBAN. Int J Control & Autom 8(1):37–54

Artina S, Bolognesi A, Liserra T et al (2007) Simulation of a storm sewer network in industrial area: Comparison between models calibrated through experimental data. Environ Model Softw 22(8):1221–1228

Mark O, Weesakul S, Apirumanekul C et al (2004) Potential and limitations of 1D modelling of urban flooding. J Hydrol 299(3–4):284–299. https://doi.org/10.1016/j.jhydrol.2004.08.014

Duchesne S, Mailhot A, Dequidt E et al (2001) Mathematical modeling of sewers under surcharge for real time control of combined sewer overflows. Urban Water 3(4):241–252. https://doi.org/10.1016/S1462-0758(01)00037-1

León AS, Ghidaoui MS, Schmidt AR et al (2006) Godunov-type solutions for transient flows in sewers. J Hydraul Eng 132(8):800–813. https://doi.org/10.1061/(ASCE)0733-9429(2006)132:8(800)

Ahmed ESMS, Mays LW (2013) Model for determining real-time optimal dam releases during flooding conditions. Nat Hazards 65:1849–1861. https://doi.org/10.1007/s11069-012-0444-6

Schmitt TG, Thomas M, Ettrich N (2004) Analysis and modeling of flooding in urban drainage systems. J Hydrol 299(3–4):300–311. https://doi.org/10.1016/j.jhydrol.2004.08.012

Lin S, Hsieh S, Kuo J et al (2006) Integrating legacy components into a software system for storm sewer simulation. Environ Model Softw 21(8):1129–1140. https://doi.org/10.1016/j.envsoft.2005.05.012

Xie JQ, Chen H, Liao ZL, Gu XY, Zhu DJ, Zhang J (2017) An integrated assessment of urban flooding mitigation strategies for robust decision making. Environ Model Softw 95:143–155. https://doi.org/10.1016/j.envsoft.2017.06.027

Boussaïd I, Lepagnot J, Siarry P (2013) A survey on optimization metaheuristics. Inf Sci 237:82–117. https://doi.org/10.1016/j.ins.2013.02.041

Dokeroglu T, Sevinc E, Kucukyilmaz T et al (2019) A survey on new generation metaheuristic algorithms. Comput Ind Eng 137:106040. https://doi.org/10.1016/j.cie.2019.106040

Hussain K, Salleh MNM, Cheng S et al (2019) Metaheuristic research: a comprehensive survey. Artif Intell Rev 52(4):2191–2233. https://doi.org/10.1007/s10462-017-9605-z