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.
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Research Article|
December 03 2012
Seeking optimal groundwater pumping strategies at Pinggu District in Beijing, China
A. L. Yang;
A. L. Yang
1MOE Key Laboratory of Regional Energy Systems Optimization, S-C Resource and Environmental Research Academy, North China Electric Power University, Beijing 102206, China
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G. H. Huang;
1MOE Key Laboratory of Regional Energy Systems Optimization, S-C Resource and Environmental Research Academy, North China Electric Power University, Beijing 102206, China
E-mail: [email protected]
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X. S. Qin;
X. S. Qin
2School of Civil and Environmental Engineering, Nanyang Technological University, 50 Nanyang Avenue, Singapore 639798, Singapore
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L. Li;
L. Li
3School of Water Resources and Environment, China University of Geosciences, Beijing 100083, China
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W. Li
W. Li
1MOE Key Laboratory of Regional Energy Systems Optimization, S-C Resource and Environmental Research Academy, North China Electric Power University, Beijing 102206, China
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Journal of Hydroinformatics (2013) 15 (2): 607–619.
Article history
Received:
January 10 2010
Accepted:
October 11 2012
Citation
A. L. Yang, G. H. Huang, X. S. Qin, L. Li, W. Li; Seeking optimal groundwater pumping strategies at Pinggu District in Beijing, China. Journal of Hydroinformatics 1 April 2013; 15 (2): 607–619. doi: https://doi.org/10.2166/hydro.2012.006
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