CHEMICAL ENGINEERING TRANSACTIONS
VOL. 43, 2015
A publication of
The Italian Association
of Chemical Engineering
Online at www.aidic.it/cet
Chief Editors: Sauro Pierucci, Jiří J. Klemeš
Copyright © 2015, AIDIC Servizi S.r.l.,
I SBN 978-88-95608-34-1; I SSN 2283-9216
MILFP Model and Algorithms for Network Design and Long-
Term Planning of Water Management System for Shale Gas
Production
Jiyao Gao, Fengqi You
*
Department of Chemical and Biological Engineering, Northwestern University, Evanston, IL 60208, USA
you@northwestern.edu
This paper addresses the optimal design and operations of water supply chain networks for shale gas
production. We develop a mixed-integer linear fractional programming (MILFP) model with the objective to
maximize profit per unit freshwater consumption, such that both economic performance and water-use
efficiency are optimized. The model simultaneously accounts for the design and operational decisions for
freshwater source selection, multiple transportation modes, and water management options. Water
management options include underground injection, commercial centralized wastewater treatment (CWT), and
different onsite treatment technologies. To globally optimize the resulting MILFP problem efficiently, we present
three tailored solution algorithms: a parametric approach, a reformulation-linearization method, and a novel
Branch-and-Bound & Charnes-Cooper transformation method. The proposed models and algorithms are
illustrated through one case study based on Marcellus shale play, in which onsite treatment shows its
superiority in improving freshwater conservancy, maintaining a stable water flow, and reducing transportation
burden.
1. Introduction
Natural gas is playing a significant role in meeting global energy demand, and is also serving as a transition
fuel as the U.S. develops more sustainable fuel options. Shale gas is unconventional natural gas extracted
from shale rock and has emerged as one of the most promising energy sources within the past decade. In
2012, 35% of the U.S. natural gas production was from shale gas (EIA, 2011). With increasing production of
shale gas, the U.S. has changed from an importer to a net exporter of natural gas (EIA, 2013). The recent
large-scale production of shale gas would not have been possible without the development of hydraulic
fracturing and horizontal drilling technologies (Gregory et al., 2011).
Despite the economic potential of using hydraulic fracturing and horizontal drilling technologies for shale gas
production, there are increasing concerns about its environmental impacts (Kotek and Tabasb, 2013). In 2006,
about 35,000 shale wells were drilled in the U.S., and each well required approximately 4-6 million gallons of
injected water for shale gas production (Jiang et al., 2013). Meanwhile, in shale plays such as Marcellus, 10%-
25% of the injected water flows back to the surface as highly contaminated water. This water contains a high
concentration of total dissolved solids (TDS) as well as other toxic and radioactive dissolved constituents
(Karapataki, 2012), which is challenging and costly to treat. Economical production of shale gas requires
effective wastewater management to minimize freshwater consumption while ensuring sufficient water supply
to fracturing operations. Due to different water flow rates and water compositions in the shale wells, it is very
important to determine the corresponding optimal strategies for water management.
Water from freshwater sources is transported to shale sites by pipelines or trucks. At shale sites, fracturing fluid
is prepared and pumped into the wellbore at a high pressure, meanwhile a certain amount of the injected
fracturing fluid returns to the surface as flowback water. This flowback water can be classified by the
DOI: 10.3303/CET1543238
Please cite this article as: Gao J., You F., 2015, Milfp model and algorithms for network design and long-term planning of water management
system for shale gas production, Chemical Engineering Transactions, 43, 1423-1428 DOI: 10.3303/CET1543238
1423