Seeking optimal groundwater pumping strategies at Pinggu District in Beijing, China

被引:2
|
作者
Yang, A. L. [1 ]
Huang, G. H. [1 ]
Qin, X. S. [2 ]
Li, L. [3 ]
Li, W. [1 ]
机构
[1] North China Elect Power Univ, SC Resource & Environm Res Acad, MOE Key Lab Reg Energy Syst Optimizat, Beijing 102206, Peoples R China
[2] Nanyang Technol Univ, Sch Civil & Environm Engn, Singapore 639798, Singapore
[3] China Univ Geosci, Sch Water Resources & Environm, Beijing 100083, Peoples R China
关键词
chance-constrained programming; fuzzy sets; groundwater; response matrix; OPTIMIZATION MODELS; PROGRAMMING-MODEL; MANAGEMENT; UNCERTAINTY; REMEDIATION; SIMULATION; AQUIFER; RISK; SEARCH;
D O I
10.2166/hydro.2012.006
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
A simulation-based fuzzy optimization method (SFOM) was proposed for regional groundwater pumping management in considering uncertainties. SFOM enhanced the traditional groundwater management models by incorporating a response matrix model (RMM) into a fuzzy chance-constrained programming (FCCP) framework. RMM was used to approximate the input-output relationship between pumping actions and subsurface hydrologic responses. Due to its explicit expression, RMM could be easily embedded into an optimization model to help seek cost-effective pumping solutions. A groundwater management case in Pinggu District of Beijing, China, was used to demonstrate the method's applicability. The study results showed that the obtained system cost and pumping rates would vary significantly under different confidence levels of constraints satisfaction. The decision-makers could identify the best groundwater pumping strategy through analyzing the tradeoff between the risk of violating the related water resources conservation target and the economic benefit. Compared with traditional approaches, SFOM was particularly advantageous in linking simulation and optimization models together, and tackling uncertainties using fuzzy chance constraints.
引用
收藏
页码:607 / 619
页数:13
相关论文
共 50 条
  • [1] Reasonable exploitation of groundwater based on numerical simulation in Pinggu basin, Beijing, China
    Xu, Hai-Zhen
    Li, Guo-Min
    Zhang, Shou-Quan
    Dong, Yan-Hui
    Li, Ming
    GQ10: GROUNDWATER QUALITY MANAGEMENT IN A RAPIDLY CHANGING WORLD, 2011, 342 : 92 - +
  • [2] Effect of balanced nutrient fertilizer: A case study in Pinggu District, Beijing, China
    Chen, Yitong
    Hu, Shanying
    Guo, Zhigang
    Cui, Tonghua
    Zhang, Liping
    Lu, Changrui
    Yu, Yongqiang
    Luo, Zhibo
    Fu, Hang
    Jin, Yong
    SCIENCE OF THE TOTAL ENVIRONMENT, 2021, 754
  • [3] Evaluation of groundwater withdrawals in Tongzhou District, Beijing, China
    Li, Dandan
    Hu, Litang
    Zhang, Menglin
    Liu, Xiaomeng
    HUMAN AND ECOLOGICAL RISK ASSESSMENT, 2021, 27 (06): : 1441 - 1457
  • [4] Dynamic Analysis on the Ecological Footprint of Pinggu District, Beijing City
    Li, Bo
    Hao, Li-xia
    Liu, Hui
    2009 3RD INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICAL ENGINEERING, VOLS 1-11, 2009, : 6402 - 6405
  • [5] The greenway planning study of Beijing pinggu district was based on GIS
    Chen Wenwu
    Ma Xiaoyan
    An Yonggang
    Zhao Jing
    2014 7TH INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTATION TECHNOLOGY AND AUTOMATION (ICICTA), 2014, : 796 - 800
  • [6] Application of the borderline-SMOTE method in susceptibility assessments of debris flows in Pinggu District, Beijing, China
    Li, Yongchao
    Chen, Jianping
    Tan, Chun
    Li, Yang
    Gu, Feifan
    Zhang, Yiwei
    Mehmood, Qaiser
    NATURAL HAZARDS, 2021, 105 (03) : 2499 - 2522
  • [7] Spatial distribution and risk assessment of pollutants in a tailings pond for gold mining in Pinggu District, Beijing, China
    Hao Zhang
    Zhongjian Zhang
    Xiaolei Ma
    Qiguo Zhang
    Environmental Earth Sciences, 2021, 80
  • [8] Discovery and Significance of Malan Loess on the Piedmont Plain in Pinggu District, Beijing
    Lu Lu
    Zhao YuanYi
    Wang XiaoLiang
    Zhao XiTao
    Yang ZhenJing
    Wang ChengMin
    Bi ZhiWei
    Lu WenHui
    ACTA GEOLOGICA SINICA-ENGLISH EDITION, 2014, 88 (05) : 1565 - 1578
  • [9] Spatial distribution and risk assessment of pollutants in a tailings pond for gold mining in Pinggu District, Beijing, China
    Zhang, Hao
    Zhang, Zhongjian
    Ma, Xiaolei
    Zhang, Qiguo
    ENVIRONMENTAL EARTH SCIENCES, 2021, 80 (11)
  • [10] Application of the borderline-SMOTE method in susceptibility assessments of debris flows in Pinggu District, Beijing, China
    Yongchao Li
    Jianping Chen
    Chun Tan
    Yang Li
    Feifan Gu
    Yiwei Zhang
    Qaiser Mehmood
    Natural Hazards, 2021, 105 : 2499 - 2522