Multiobjective Optimization Model for Minimizing Cost and Environmental Impact in Shale Gas Water and Wastewater Management

被引:58
作者
Bartholomew, Timothy V. [1 ]
Mauter, Meagan S. [1 ,2 ]
机构
[1] Carnegie Mellon Univ, Dept Civil & Environm Engn, 5000 Forbes Ave, Pittsburgh, PA 15213 USA
[2] Carnegie Mellon Univ, Dept Engn & Publ Policy, 5000 Forbes Ave, Pittsburgh, PA 15213 USA
来源
ACS SUSTAINABLE CHEMISTRY & ENGINEERING | 2016年 / 4卷 / 07期
关键词
Life-cycle assessment; Mixed integer linear programming; Produced water management; Shale gas; Environmental impact; SUPPLY CHAIN DESIGN; LIFE-CYCLE; MARCELLUS SHALE; NATURAL-GAS; CONSUMPTION; DESALINATION; UNCERTAINTY; OPERATIONS; EMISSIONS; ALGORITHM;
D O I
10.1021/acssuschemeng.6b00372
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Unconventional resource extraction from shale plays involves complex operations for water and wastewater management. These water management operations are expensive for companies and emit significant quantities of criteria air pollutants and greenhouse gases that impact human health and the environment (HHE). We present a multiobjective mixed integer linear programming (MILP) framework for assessing the trade-offs between financial cost and HHE costs for shale gas water acquisition, transport, storage, and treatment under realistic scheduling, operational, and regulatory constraints. We formulate objective functions to identify water management strategies that minimize financial cost, minimize HHE cost, and minimize combined financial and HHE costs. The model was applied to a 14 wellpad case study that is representative of shale gas extraction in the Marcellus Play. We observe significant variation in the financial and HHE costs under different objective functions and regulatory scenarios.
引用
收藏
页码:3728 / 3735
页数:8
相关论文
共 30 条
  • [1] Estimating the Consumptive Use Costs of Shale Natural Gas Extraction on Pennsylvania Roadways
    Abramzon, Shmuel
    Samaras, Constantine
    Curtright, Aimee
    Litovitz, Aviva
    Burger, Nicholas
    [J]. JOURNAL OF INFRASTRUCTURE SYSTEMS, 2014, 20 (03)
  • [2] Energy consumption and water production cost of conventional and renewable-energy-powered desalination processes
    Al-Karaghouli, Ali
    Kazmerski, Lawrence L.
    [J]. RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2013, 24 : 343 - 356
  • [3] Burnham A., 2012, ENV SCI TECHNOL, V46
  • [4] Life cycle and economic assessments of engineered osmosis and osmotic dilution for desalination of Haynesville shale pit water
    Coday, Bryan D.
    Miller-Robbie, Leslie
    Beaudry, Edward G.
    Munakata-Marr, Junko
    Cath, Tzahi Y.
    [J]. DESALINATION, 2015, 369 : 188 - 200
  • [5] Process Based Life-Cycle Assessment of Natural Gas from the Marcellus Shale
    Dale, Alexander T.
    Khanna, Vikas
    Vidic, Radisav D.
    Bilec, Melissa M.
    [J]. ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2013, 47 (10) : 5459 - 5466
  • [6] Deciphering and handling uncertainty in shale gas supply chain design and optimization: Novel modeling framework and computationally efficient solution algorithm
    Gao, Jiyao
    You, Fengqi
    [J]. AICHE JOURNAL, 2015, 61 (11) : 3739 - 3755
  • [7] Shale Gas Supply Chain Design and Operations toward Better Economic and Life Cycle Environmental Performance: MINLP Model and Global Optimization Algorithm
    Gao, Jiyao
    You, Fengqi
    [J]. ACS SUSTAINABLE CHEMISTRY & ENGINEERING, 2015, 3 (07): : 1282 - 1291
  • [8] Optimal Design and Operations of Supply Chain Networks for Water Management in Shale Gas Production: MILFP Model and Algorithms for the Water-Energy Nexus
    Gao, Jiyao
    You, Fengqi
    [J]. AICHE JOURNAL, 2015, 61 (04) : 1184 - 1208
  • [9] Increased traffic accident rates associated with shale gas drilling in Pennsylvania
    Graham, Jove
    Irving, Jennifer
    Tang, Xiaoqin
    Sellers, Stephen
    Crisp, Joshua
    Horwitz, Daniel
    Muehlenbachs, Lucija
    Krupnick, Alan
    Carey, David
    [J]. ACCIDENT ANALYSIS AND PREVENTION, 2015, 74 : 203 - 209
  • [10] Interagency Working Group on Social Cost of Carbon, 2015, 12866 US GOV INT WOR