Optimal water resources management and system benefit for the Marcellus shale-gas reservoir in Pennsylvania and West Virginia

被引:113
作者
Cheng, Xi [1 ]
He, Li [1 ]
Lu, Hongwei [1 ]
Chen, Yizhong [1 ]
Ren, Lixia [1 ]
机构
[1] North China Elect Power Univ, Sch Renewable Energy, Beijing 102206, Peoples R China
基金
中国国家自然科学基金;
关键词
Bilevel optimization; Water resources management; Shale gas; Surface water; Groundwater; OPTIMIZATION MODEL; NATURAL-GAS; BILEVEL; GENERATION; CONSUMPTION; EMISSIONS; NETWORKS; IMPACTS; DESIGN; PLAYS;
D O I
10.1016/j.jhydrol.2016.06.041
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
A major concern associated with current shale-gas extraction is high consumption of water resources. However, decision-making problems regarding water consumption and shale-gas extraction have not yet been solved through systematic approaches. This study develops a new bilevel optimization problem based on goals at two different levels: minimization of water demands at the lower level and maximization of system benefit at the upper level. The model is used to solve a real-world case across Pennsylvania and West Virginia. Results show that surface water would be the largest contributor to gas production (with over 80.00% from 2015 to 2030) and groundwater occupies for the least proportion (with less than 2.00% from 2015 to 2030) in both districts over the planning span. Comparative analysis between the proposed model and conventional single-level models indicates that the bilevel model could provide coordinated schemes to comprehensively attain the goals from both water resources authorities and energy sectors. Sensitivity analysis shows that the change of water use of per unit gas production (WU) has significant effects upon system benefit, gas production and pollutants (i.e., barium, chloride and bromide) discharge, but not significantly changes water demands. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:412 / 422
页数:11
相关论文
共 40 条
[1]  
[Anonymous], 2009, MOD SHAL GAS DEV US
[2]   Soil disturbance as a driver of increased stream salinity in a semiarid watershed undergoing energy development [J].
Bern, Carleton R. ;
Clark, Melanie L. ;
Schmidt, Travis S. ;
Holloway, JoAnn M. ;
McDougal, Robert R. .
JOURNAL OF HYDROLOGY, 2015, 524 :123-136
[3]   Life-cycle comparison of greenhouse gas emissions and water consumption for coal and shale gas fired power generation in China [J].
Chang, Yuan ;
Huang, Runze ;
Ries, Robert J. ;
Masanet, Eric .
ENERGY, 2015, 86 :335-343
[4]  
Colson B., 2005, 4OR, V4or, P87, DOI [10.1007/s10288-005-0071-0, DOI 10.1007/S10288-005-0071-0]
[5]   An overview of bilevel optimization [J].
Colson, Benoit ;
Marcotte, Patrice ;
Savard, Gilles .
ANNALS OF OPERATIONS RESEARCH, 2007, 153 (01) :235-256
[6]   Process Based Life-Cycle Assessment of Natural Gas from the Marcellus Shale [J].
Dale, Alexander T. ;
Khanna, Vikas ;
Vidic, Radisav D. ;
Bilec, Melissa M. .
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2013, 47 (10) :5459-5466
[7]   A fuzzy approach for bi-level integer non-linear programming problem [J].
Emam, OE .
APPLIED MATHEMATICS AND COMPUTATION, 2006, 172 (01) :62-71
[8]  
Ernstoff Alexi Sara., 2013, Michigan Journal of Sustainability, V1, P109, DOI DOI 10.3998/MJS.12333712.0001.009
[9]   Multicriteria approach to bilevel optimization [J].
Fliege, J. ;
Vicente, L. N. .
JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 2006, 131 (02) :209-225
[10]   Optimal Design and Operations of Supply Chain Networks for Water Management in Shale Gas Production: MILFP Model and Algorithms for the Water-Energy Nexus [J].
Gao, Jiyao ;
You, Fengqi .
AICHE JOURNAL, 2015, 61 (04) :1184-1208