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Title: Optimization-based modeling and economic comparison of membrane distillation configurations for application in shale gas produced water treatment

Journal Article · · Desalination

Membrane distillation (MD) is an emerging membrane technology with great potential for treatment of hypersaline wastewater generated by unconventional (shale) oil and gas reservoirs. However, the low energy efficiency of this technology makes the operating cost of MD systems relatively high, especially in the absence of waste heat. There are several MD configurations with inherent advantages and disadvantages and varying performance. As such, there is a need for thermo-economic optimization of MD systems in a systematic manner to assess their economic performance. Here we present an optimization framework to model and compare the performance of six MD configurations (DCMD, AGMD, PGMD, CGMD, SGMD, and VMD) in continuous recirculation mode for treatment of hypersaline wastewater. The optimization results show that AGMD with small gap size operated at low stream Reynolds number outperforms all other configurations with treatment cost of 4.57 US $/m3 of feed. However, restricting the system design to more practically relevant operating conditions, such as higher Reynolds number and larger gap size, diminishes the cost superiority of AGMD over other configurations. We also observed that treatment cost using PGMD configuration approaches those of CGMD and DCMD, particularly when modules with small gaps are used.

Research Organization:
American Institute of Chemical Engineers (AIChE), New York, NY (United States)
Sponsoring Organization:
USDOE Office of Energy Efficiency and Renewable Energy (EERE)
Grant/Contract Number:
EE0007888; EE0007888-10-08
OSTI ID:
1977060
Alternate ID(s):
OSTI ID: 1838896
Journal Information:
Desalination, Vol. 526, Issue C; ISSN 0011-9164
Publisher:
ElsevierCopyright Statement
Country of Publication:
United States
Language:
English

References (52)

Comparative study of air gap and permeate gap membrane distillation using internal heat recovery hollow fiber membrane module journal January 2018
Thermal resistance technique for measuring the thermal conductivity of thin microporous membranes journal October 2004
Spatial and Temporal Correlation of Water Quality Parameters of Produced Waters from Devonian-Age Shale following Hydraulic Fracturing journal February 2013
Direct contact membrane distillation with heat recovery: Thermodynamic insights from module scale modeling journal March 2014
Achieving sustainable operation for hypersaline membrane distillation applications: A novel strategy based on the critical Reynolds number journal February 2021
Sweeping gas membrane distillation: Numerical simulation of mass and heat transfer in a hollow fiber membrane module journal June 2015
Cost optimization of high recovery single stage gap membrane distillation journal October 2020
Energy efficiency of membrane distillation up to high salinity: Evaluating critical system size and optimal membrane thickness journal February 2018
Design of Flat-Plate Dehumidifiers for Humidification–Dehumidification Desalination Systems journal January 2013
Modeling of Air-Gap Membrane Distillation and Comparative Study with Direct Contact Membrane Distillation journal December 2020
Optimization of multistage membrane distillation system for treating shale gas produced water journal June 2019
Economic modelling and model-based process optimization of membrane distillation journal June 2018
A techno-economic assessment of membrane distillation for treatment of Marcellus shale produced water journal August 2017
Water and air gap membrane distillation for water desalination – An experimental comparative study journal February 2015
Desalination and Reuse of High-Salinity Shale Gas Produced Water: Drivers, Technologies, and Future Directions journal August 2013
Membrane distillation: A comprehensive review journal February 2012
High water recovery in direct contact membrane distillation using a series of cascades journal August 2013
Spacer characterization and pressure drop modelling in spacer-filled channels for ultrafiltration journal February 1994
Membrane distillation with laminar flow journal June 1997
Importance of feed recirculation for the overall energy consumption in membrane distillation systems journal February 2018
How to select a membrane distillation configuration? Process conditions and membrane influence unraveled journal December 2016
Quantity of flowback and produced waters from unconventional oil and gas exploration journal January 2017
Potential of membrane distillation in seawater desalination: Thermal efficiency, sensitivity study and cost estimation journal October 2008
Membrane distillation: Recent developments and perspectives journal January 2015
Oil and Gas Production Wastewater: Soil Contamination and Pollution Prevention journal January 2016
Design and operation of membrane distillation with feed recirculation for high recovery brine concentration journal November 2018
Energy efficiency comparison of single-stage membrane distillation (MD) desalination cycles in different configurations journal March 2012
Modeling of air-gap membrane distillation process: A theoretical and experimental study journal October 2013
Performance modeling of direct contact membrane distillation (DCMD) seawater desalination process using a commercial composite membrane journal March 2015
Economic performance of membrane distillation configurations in optimal solar thermal desalination systems journal December 2019
Injection-Induced Earthquakes journal July 2013
Shale gas produced water management using membrane distillation: An optimization-based approach journal July 2020
Assessment of desalination technologies for treatment of a highly saline brine from a potential CO2 storage site journal February 2017
Full-scale validated Air Gap Membrane Distillation (AGMD) model without calibration parameters journal July 2017
Disposal of Hydrofracking Waste Fluid by Injection into Subsurface Aquifers Triggers Earthquake Swarm in Central Arkansas with Potential for Damaging Earthquake journal March 2012
Techno-economic comparison of membrane distillation and MVC in a zero liquid discharge application journal February 2018
Integrating membrane distillation with waste heat from natural gas compressor stations for produced water treatment in Pennsylvania journal July 2017
Shale gas development impacts on surface water quality in Pennsylvania journal March 2013
Scaling and fouling in membrane distillation for desalination applications: A review journal January 2015
Theoretical framework for predicting inorganic fouling in membrane distillation and experimental validation with calcium sulfate journal April 2017
Generation, transport, and disposal of wastewater associated with Marcellus Shale gas development: RAPID COMMUNICATION journal February 2013
Modelling approaches in membrane distillation: A critical review journal March 2015
Comparative Study of Direct-Contact and Air-Gap Membrane Distillation Processes journal December 2006
Sharp increase in central Oklahoma seismicity since 2008 induced by massive wastewater injection journal July 2014
Modeling the impacts of feed spacer geometry on reverse osmosis and nanofiltration processes journal July 2009
Ecological Risks of Shale Oil and Gas Development to Wildlife, Aquatic Resources and their Habitats journal September 2014
Experimental study of air gap and direct contact membrane distillation configurations: application to geothermal and seawater desalination journal August 2004
CONOPT—A Large-Scale GRG Code journal May 1994
Comprehensive condensation flow regimes in air gap membrane distillation: Visualization and energy efficiency journal June 2018
Economic analysis of desalination technologies in the context of carbon pricing, and opportunities for membrane distillation journal August 2013
Energy efficiency of permeate gap and novel conductive gap membrane distillation journal March 2016
Multistage vacuum membrane distillation (MSVMD) systems for high salinity applications journal January 2016