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

被引:0
|
作者
Lu Cao
Yuling Liu
机构
[1] Xi’an University of Technology,School of Water Resources and Electric Power
来源
关键词
Urban waterlogging; Rainwater pipe network; Green ecological rainwater system; Genetic algorithm;
D O I
暂无
中图分类号
学科分类号
摘要
This exploration aims to propose an urban green rainwater management model based on urban green ecological rainwater system (GERS) to solve the problem of urban waterlogging caused by urbanization and realize the local recycling of urban rainwater resources. First, the urban one-dimensional rainwater pipe network model and two-dimensional surface model are implemented based on MIKE URBAN model. Next, a green ecological rainwater facility model is implemented through node generalization to evaluate the rainwater pipe network pressure and land water area. Finally, the improved multi-objective optimization non-dominated sorting genetic algorithms-II (NSGA-II) is used to optimize the design and research of urban green ecological rainwater simulation systems. The results show that compared with traditional genetic algorithms and non-dominated sorting genetic algorithms (NSGA), the accuracy of NSGA-II is 96.17% and 88.57%, which greatly improves the application performance of the algorithm. The effectiveness of the algorithm is verified by comparing the performance of traditional genetic algorithm (GA) and improved sorting GA. The research conclusion is that NSGA-II is superior to the conventional design scheme in economy and hydraulic performance. The above results can provide a reference for using green ecological rainwater model to solve urban rainstorms and flood management in complex terrain.
引用
收藏
页码:11318 / 11344
页数:26
相关论文
共 50 条
  • [41] Simulation research and optimization design on towed system of manned submersible
    Jiao Huifeng
    Fu Wei
    Zhang Lindan
    Zhao Chuncheng
    Zheng Zhiheng
    2018 IEEE 8TH INTERNATIONAL CONFERENCE ON UNDERWATER SYSTEM TECHNOLOGY: THEORY AND APPLICATIONS (USYS), 2018,
  • [42] Frontiers in urban ecological design and planning research
    Steiner, Frederick
    LANDSCAPE AND URBAN PLANNING, 2014, 125 : 304 - 311
  • [43] Research on design method for the blue-Green ecological network system to deal with urban flooding: A case study of Charleston peninsula
    Liang Z.
    Hewitt R.R.
    Du Y.
    International Journal of Design and Nature and Ecodynamics, 2019, 14 (04): : 275 - 286
  • [44] Optimization of Urban Rainwater Drainage System with Help of Remote Sensing Technology
    Zhang, Jie
    Li, Jing
    You, Xue-Yi
    Ji, Min
    ADVANCES IN COMPUTER SCIENCE, INTELLIGENT SYSTEM AND ENVIRONMENT, VOL 2, 2011, 105 : 651 - 656
  • [45] Research on Higher Education Evaluation System Based on Genetic Optimization Algorithm
    Zhou, Jianhong
    Lei, Boyi
    He, Zhongxiu
    2024 5TH INTERNATIONAL CONFERENCE ON EDUCATION DEVELOPMENT AND STUDIES, ICEDS 2024, 2024, : 77 - 83
  • [46] Technical Research on Optimization of Irrigation Canal System Considering Genetic Algorithm
    Wang, Yijia
    MOBILE INFORMATION SYSTEMS, 2022, 2022
  • [47] The Research on Reliability Optimization of Software System Based on Niche Genetic Algorithm
    Qian Yuexia
    Gu Weijie
    AASRI CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND BIOINFORMATICS, 2012, 1 : 404 - 409
  • [48] Research on design and optimization of green warehouse system based on case analysis
    Ren, Qiang
    Ku, Yaoyao
    Wang, Yiqing
    Wu, Peng
    JOURNAL OF CLEANER PRODUCTION, 2023, 388
  • [49] Computer simulation of urban rainwater drainage system for its capacity evaluation
    Hu, Kun
    2006 XI'AN INTERNATIONAL CONFERENCE OF ARCHITECTURE AND TECHNOLOGY, PROCEEDINGS: ARCHITECTURE IN HARMONY, 2006, : 736 - 740
  • [50] Dynamic optimization design of branch pipeline system based on genetic algorithm
    Cao Y.
    Liu G.
    Zhang L.
    Zhendong yu Chongji/Journal of Vibration and Shock, 2021, 40 (09): : 221 - 227and253