Cost optimization of high recovery single stage gap membrane distillation
Abstract
Estimating the cost of membrane distillation (MD) processes at scale is confounded by the vast array of possible process configurations, module configurations, and operating conditions and the extreme sensitivity of MD costs to these parameters. This work develops a comprehensive MD cost optimization framework for minimizing the levelized cost of water (LCOW) as a function of feed salinity and temperature. Our single stage gap MD model fully captures solution properties, heat transfer, and mass transfer relationships in the modules to determine the cost optimal design as a function of multiple decision variables, including process configuration (feed location and connectivity between the hot and cold-side), the gap type (air, permeate, conductive), equipment sizes (membrane, heater, chiller, and heat exchanger units), and operating conditions (flow rates, hot and cold side temperatures, and heating and cooling duties). We estimate that the minimum LCOW of conductive gap MD ranges between $$\$$$$10 and $$\$$$$16 per m3 for feed salinities of 25 g/L to 200 g/L and water recoveries of 30%–75%. Further, we update several heuristic assumptions for cost optimal system operation, including: increased thermal conductivity of the gap decreases system costs; cost optimal MD operates at the highest allowable temperature; and the LCOW is a strong function of brine salinity. Finally, we find that improving membrane properties and lowering heating and cooling costs will provide only modest reductions in costs (<25%).
- Authors:
-
- Carnegie Mellon Univ., Pittsburgh, PA (United States); National Energy Technology Lab. (NETL), Pittsburgh, PA (United States)
- Stanford Univ., CA (United States)
- National Energy Technology Lab. (NETL), Pittsburgh, PA (United States)
- National Energy Technology Lab. (NETL), Pittsburgh, PA (United States); Stanford Univ., CA (United States)
- Publication Date:
- Research Org.:
- National Energy Technology Laboratory (NETL), Pittsburgh, PA, Morgantown, WV, and Albany, OR (United States); Oak Ridge Inst. for Science and Education (ORISE), Oak Ridge, TN (United States)
- Sponsoring Org.:
- USDOE Office of Fossil Energy (FE); National Science Foundation (NSF)
- OSTI Identifier:
- 1891112
- Alternate Identifier(s):
- OSTI ID: 1635556
- Grant/Contract Number:
- CBET-1554117
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Journal of Membrane Science
- Additional Journal Information:
- Journal Volume: 611; Journal ID: ISSN 0376-7388
- Publisher:
- Elsevier
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 37 INORGANIC, ORGANIC, PHYSICAL, AND ANALYTICAL CHEMISTRY; Membrane distillation; Techno-economic analysis; Cost optimization; Process design and operation
Citation Formats
Bartholomew, Timothy V., Dudchenko, Alexander V., Siefert, Nicholas S., and Mauter, Meagan S. Cost optimization of high recovery single stage gap membrane distillation. United States: N. p., 2020.
Web. doi:10.1016/j.memsci.2020.118370.
Bartholomew, Timothy V., Dudchenko, Alexander V., Siefert, Nicholas S., & Mauter, Meagan S. Cost optimization of high recovery single stage gap membrane distillation. United States. https://doi.org/10.1016/j.memsci.2020.118370
Bartholomew, Timothy V., Dudchenko, Alexander V., Siefert, Nicholas S., and Mauter, Meagan S. Fri .
"Cost optimization of high recovery single stage gap membrane distillation". United States. https://doi.org/10.1016/j.memsci.2020.118370. https://www.osti.gov/servlets/purl/1891112.
@article{osti_1891112,
title = {Cost optimization of high recovery single stage gap membrane distillation},
author = {Bartholomew, Timothy V. and Dudchenko, Alexander V. and Siefert, Nicholas S. and Mauter, Meagan S.},
abstractNote = {Estimating the cost of membrane distillation (MD) processes at scale is confounded by the vast array of possible process configurations, module configurations, and operating conditions and the extreme sensitivity of MD costs to these parameters. This work develops a comprehensive MD cost optimization framework for minimizing the levelized cost of water (LCOW) as a function of feed salinity and temperature. Our single stage gap MD model fully captures solution properties, heat transfer, and mass transfer relationships in the modules to determine the cost optimal design as a function of multiple decision variables, including process configuration (feed location and connectivity between the hot and cold-side), the gap type (air, permeate, conductive), equipment sizes (membrane, heater, chiller, and heat exchanger units), and operating conditions (flow rates, hot and cold side temperatures, and heating and cooling duties). We estimate that the minimum LCOW of conductive gap MD ranges between $\$$10 and $\$$16 per m3 for feed salinities of 25 g/L to 200 g/L and water recoveries of 30%–75%. Further, we update several heuristic assumptions for cost optimal system operation, including: increased thermal conductivity of the gap decreases system costs; cost optimal MD operates at the highest allowable temperature; and the LCOW is a strong function of brine salinity. Finally, we find that improving membrane properties and lowering heating and cooling costs will provide only modest reductions in costs (<25%).},
doi = {10.1016/j.memsci.2020.118370},
journal = {Journal of Membrane Science},
number = ,
volume = 611,
place = {United States},
year = {Fri Jun 12 00:00:00 EDT 2020},
month = {Fri Jun 12 00:00:00 EDT 2020}
}
Works referenced in this record:
Economic performance of membrane distillation configurations in optimal solar thermal desalination systems
journal, December 2019
- Karanikola, Vasiliki; Moore, Sarah E.; Deshmukh, Akshay
- Desalination, Vol. 472
Characterizing convective heat transfer coefficients in membrane distillation cassettes
journal, September 2017
- Leitch, Megan E.; Lowry, Gregory V.; Mauter, Meagan S.
- Journal of Membrane Science, Vol. 538
Experimental analysis of an air gap membrane distillation solar desalination pilot system
journal, September 2011
- Guillén-Burrieza, Elena; Blanco, Julián; Zaragoza, Guillermo
- Journal of Membrane Science, Vol. 379, Issue 1-2
Quantity, Quality, and Availability of Waste Heat from United States Thermal Power Generation
journal, June 2015
- Gingerich, Daniel B.; Mauter, Meagan S.
- Environmental Science & Technology, Vol. 49, Issue 14
Desalination using membrane distillation: Experimental studies on full scale spiral wound modules
journal, June 2011
- Winter, D.; Koschikowski, J.; Wieghaus, M.
- Journal of Membrane Science, Vol. 375, Issue 1-2
Direct contact membrane distillation with heat recovery: Thermodynamic insights from module scale modeling
journal, March 2014
- Lin, Shihong; Yip, Ngai Yin; Elimelech, Menachem
- Journal of Membrane Science, Vol. 453
Thermophysical properties of seawater: a review of existing correlations and data
journal, April 2010
- Sharqawy, Mostafa H.; Lienhard, John H.; Zubair, Syed M.
- Desalination and Water Treatment, Vol. 16, Issue 1-3
Modeling and optimization of a commercial permeate gap spiral wound membrane distillation module for seawater desalination
journal, October 2017
- Ruiz-Aguirre, A.; Andrés-Mañas, J. A.; Fernández-Sevilla, J. M.
- Desalination, Vol. 419
Response surface modeling and optimization of direct contact membrane distillation for water desalination
journal, September 2016
- Cheng, Dongjian; Gong, Wei; Li, Na
- Desalination, Vol. 394
Synthesis of optimal thermal membrane distillation networks
journal, October 2014
- González-Bravo, Ramón; Nápoles-Rivera, Fabricio; Ponce-Ortega, José María
- AIChE Journal, Vol. 61, Issue 2
Optimum design of reverse osmosis system under different feed concentration and product specification
journal, January 2007
- Lu, Yan-Yue; Hu, Yang-Dong; Zhang, Xiu-Ling
- Journal of Membrane Science, Vol. 287, Issue 2
Techno-economic comparison of membrane distillation and MVC in a zero liquid discharge application
journal, February 2018
- Schwantes, R.; Chavan, K.; Winter, D.
- Desalination, Vol. 428
Energy efficiency evaluation and economic analyses of direct contact membrane distillation system using Aspen Plus
journal, December 2011
- Zuo, Guangzhi; Wang, Rong; Field, Robert
- Desalination, Vol. 283
Membrane distillation research & implementation: Lessons from the past five decades
journal, December 2017
- Thomas, Navya; Mavukkandy, Musthafa O.; Loutatidou, Savvina
- Separation and Purification Technology, Vol. 189
Membrane distillation at the water-energy nexus: limits, opportunities, and challenges
journal, January 2018
- Deshmukh, Akshay; Boo, Chanhee; Karanikola, Vasiliki
- Energy & Environmental Science, Vol. 11, Issue 5
Energy efficiency of membrane distillation up to high salinity: Evaluating critical system size and optimal membrane thickness
journal, February 2018
- Swaminathan, Jaichander; Chung, Hyung Won; Warsinger, David M.
- Applied Energy, Vol. 211
Membrane distillation
journal, February 1997
- Lawson, Kevin W.; Lloyd, Douglas R.
- Journal of Membrane Science, Vol. 124, Issue 1
Optimization of multistage membrane distillation system for treating shale gas produced water
journal, June 2019
- Carrero-Parreño, Alba; Onishi, Viviani C.; Ruiz-Femenia, Rubén
- Desalination, Vol. 460
Desalination of shale gas produced water: A rigorous design approach for zero-liquid discharge evaporation systems
journal, January 2017
- Onishi, Viviani C.; Carrero-Parreño, Alba; Reyes-Labarta, Juan A.
- Journal of Cleaner Production, Vol. 140
Sustainable operation of membrane distillation for enhancement of mineral recovery from hypersaline solutions
journal, March 2014
- Hickenbottom, Kerri L.; Cath, Tzahi Y.
- Journal of Membrane Science, Vol. 454
Economic modelling and model-based process optimization of membrane distillation
journal, June 2018
- Hitsov, I.; Sitter, K. De; Dotremont, C.
- Desalination, Vol. 436
A techno-economic assessment of membrane distillation for treatment of Marcellus shale produced water
journal, August 2017
- Tavakkoli, Sakineh; Lokare, Omkar R.; Vidic, Radisav D.
- Desalination, Vol. 416
Direct contact membrane distillation system for waste heat recovery: Modelling and multi-objective optimization
journal, April 2018
- Long, Rui; Lai, Xiaotian; Liu, Zhichun
- Energy, Vol. 148
Desalination and Reuse of High-Salinity Shale Gas Produced Water: Drivers, Technologies, and Future Directions
journal, August 2013
- Shaffer, Devin L.; Arias Chavez, Laura H.; Ben-Sasson, Moshe
- Environmental Science & Technology, Vol. 47, Issue 17
Impact of module design on heat transfer in membrane distillation
journal, March 2020
- Dudchenko, Alexander V.; Hardikar, Mukta; Xin, Ruikun
- Journal of Membrane Science, Vol. 601
High water recovery in direct contact membrane distillation using a series of cascades
journal, August 2013
- He, Fei; Gilron, Jack; Sirkar, Kamalesh K.
- Desalination, Vol. 323
Modeling the impacts of feed spacer geometry on reverse osmosis and nanofiltration processes
journal, July 2009
- Guillen, Greg; Hoek, Eric M. V.
- Chemical Engineering Journal, Vol. 149, Issue 1-3
Computational framework for modeling membrane processes without process and solution property simplifications
journal, March 2019
- Bartholomew, Timothy V.; Mauter, Meagan S.
- Journal of Membrane Science, Vol. 573
Optimization of module length for continuous direct contact membrane distillation process
journal, December 2016
- Ali, A.; Quist-Jensen, C. A.; Macedonio, F.
- Chemical Engineering and Processing: Process Intensification, Vol. 110
Technoeconomic Optimization of Emerging Technologies for Regulatory Analysis
journal, December 2017
- Gingerich, Daniel B.; Bartholomew, Timothy V.; Mauter, Meagan S.
- ACS Sustainable Chemistry & Engineering, Vol. 6, Issue 2
Shale gas flowback water desalination: Single vs multiple-effect evaporation with vapor recompression cycle and thermal integration
journal, February 2017
- Onishi, Viviani C.; Carrero-Parreño, Alba; Reyes-Labarta, Juan A.
- Desalination, Vol. 404
Numerical modeling and optimization of vacuum membrane distillation module for low-cost water production
journal, April 2014
- Zuo, Guangzhi; Guan, Guoqiang; Wang, Rong
- Desalination, Vol. 339
CONOPT—A Large-Scale GRG Code
journal, May 1994
- Drud, Arne Stolbjerg
- ORSA Journal on Computing, Vol. 6, Issue 2
Importance of feed recirculation for the overall energy consumption in membrane distillation systems
journal, February 2018
- Lokare, Omkar R.; Tavakkoli, Sakineh; Khanna, Vikas
- Desalination, Vol. 428
Potential of membrane distillation in seawater desalination: Thermal efficiency, sensitivity study and cost estimation
journal, October 2008
- Alobaidani, S.; Curcio, E.; Macedonio, F.
- Journal of Membrane Science, Vol. 323, Issue 1
Techno-Economic Assessment of Air and Water Gap Membrane Distillation for Seawater Desalination under Different Heat Source Scenarios
journal, October 2019
- Amaya-Vías, David; López-Ramírez, Juan Antonio
- Water, Vol. 11, Issue 10
Pyomo: modeling and solving mathematical programs in Python
journal, August 2011
- Hart, William E.; Watson, Jean-Paul; Woodruff, David L.
- Mathematical Programming Computation, Vol. 3, Issue 3
Evaluation of Permeate Quality in Pilot Scale Membrane Distillation Systems
journal, June 2019
- Ruiz-Aguirre, Alba; Andrés-Mañas, Juan A.; Zaragoza, Guillermo
- Membranes, Vol. 9, Issue 6
Designing and optimization of continuous direct contact membrane distillation process
journal, January 2018
- Ali, Aamer; Tsai, Jheng-Han; Tung, Kuo-Lun
- Desalination, Vol. 426
Treatment of RO brine from CSG produced water by spiral-wound air gap membrane distillation — A pilot study
journal, June 2015
- Duong, Hung C.; Chivas, Allan R.; Nelemans, Bart
- Desalination, Vol. 366
Membrane distillation crystallization for brine mining and zero liquid discharge: opportunities, challenges, and recent progress
journal, January 2019
- Choi, Youngkwon; Naidu, Gayathri; Nghiem, Long D.
- Environmental Science: Water Research & Technology, Vol. 5, Issue 7
Modeling and optimization of sweeping gas membrane distillation
journal, February 2012
- Khayet, M.; Cojocaru, C.; Baroudi, A.
- Desalination, Vol. 287