Atomistic understandings of reduced graphene oxide as an ultrathin-film nanoporous membrane for separations
Abstract
The intrinsic defects in reduced graphene oxide (rGO) formed during reduction processes can act as nanopores, making rGO a promising ultrathin-film membrane candidate for separations. To assess the potential of rGO for such applications, molecular dynamics techniques are employed to understand the defect formation in rGO and their separation performance in water desalination and natural gas purification. We establish the relationship between rGO synthesis parameters and defect sizes, resulting in a potential means to control the size of nanopores in rGO. Furthermore, our results show that rGO membranes obtained under properly chosen synthesis conditions can achieve effective separations and provide significantly higher permeate fluxes than currently available membranes.
- Authors:
-
- Massachusetts Inst. of Technology (MIT), Cambridge, MA (United States). Department of Materials Science and Engineering; Delft University of Technology (The Netherlands). Dept. of Process and Energy
- Massachusetts Inst. of Technology (MIT), Cambridge, MA (United States). Department of Materials Science and Engineering
- Publication Date:
- Research Org.:
- Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC)
- OSTI Identifier:
- 1624005
- Grant/Contract Number:
- AC02-05CH11231
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Nature Communications
- Additional Journal Information:
- Journal Volume: 6; Journal Issue: 1; Journal ID: ISSN 2041-1723
- Publisher:
- Nature Publishing Group
- Country of Publication:
- United States
- Language:
- English
- Subject:
- Science & Technology - Other Topics
Citation Formats
Lin, Li-Chiang, and Grossman, Jeffrey C. Atomistic understandings of reduced graphene oxide as an ultrathin-film nanoporous membrane for separations. United States: N. p., 2015.
Web. doi:10.1038/ncomms9335.
Lin, Li-Chiang, & Grossman, Jeffrey C. Atomistic understandings of reduced graphene oxide as an ultrathin-film nanoporous membrane for separations. United States. https://doi.org/10.1038/ncomms9335
Lin, Li-Chiang, and Grossman, Jeffrey C. Wed .
"Atomistic understandings of reduced graphene oxide as an ultrathin-film nanoporous membrane for separations". United States. https://doi.org/10.1038/ncomms9335. https://www.osti.gov/servlets/purl/1624005.
@article{osti_1624005,
title = {Atomistic understandings of reduced graphene oxide as an ultrathin-film nanoporous membrane for separations},
author = {Lin, Li-Chiang and Grossman, Jeffrey C.},
abstractNote = {The intrinsic defects in reduced graphene oxide (rGO) formed during reduction processes can act as nanopores, making rGO a promising ultrathin-film membrane candidate for separations. To assess the potential of rGO for such applications, molecular dynamics techniques are employed to understand the defect formation in rGO and their separation performance in water desalination and natural gas purification. We establish the relationship between rGO synthesis parameters and defect sizes, resulting in a potential means to control the size of nanopores in rGO. Furthermore, our results show that rGO membranes obtained under properly chosen synthesis conditions can achieve effective separations and provide significantly higher permeate fluxes than currently available membranes.},
doi = {10.1038/ncomms9335},
journal = {Nature Communications},
number = 1,
volume = 6,
place = {United States},
year = {Wed Sep 23 00:00:00 EDT 2015},
month = {Wed Sep 23 00:00:00 EDT 2015}
}
Works referenced in this record:
Nanofiltration membranes review: Recent advances and future prospects
journal, January 2015
- Mohammad, A. W.; Teow, Y. H.; Ang, W. L.
- Desalination, Vol. 356
Power plant post-combustion carbon dioxide capture: An opportunity for membranes
journal, September 2010
- Merkel, Tim C.; Lin, Haiqing; Wei, Xiaotong
- Journal of Membrane Science, Vol. 359, Issue 1-2, p. 126-139
Quantifying the potential of ultra-permeable membranes for water desalination
journal, January 2014
- Cohen-Tanugi, David; McGovern, Ronan K.; Dave, Shreya H.
- Energy Environ. Sci., Vol. 7, Issue 3
Nanoporous graphene materials
journal, March 2014
- Yuan, Wenjing; Chen, Ji; Shi, Gaoquan
- Materials Today, Vol. 17, Issue 2
The Thinnest Molecular Separation Sheet by Graphene Gates of Single-Walled Carbon Nanohorns
journal, October 2014
- Ohba, Tomonori
- ACS Nano, Vol. 8, Issue 11
Graphene-based materials: Synthesis and gas sorption, storage and separation
journal, April 2015
- Gadipelli, Srinivas; Guo, Zheng Xiao
- Progress in Materials Science, Vol. 69
Water Desalination across Nanoporous Graphene
journal, June 2012
- Cohen-Tanugi, David; Grossman, Jeffrey C.
- Nano Letters, Vol. 12, Issue 7, p. 3602-3608
Selectivity trend of gas separation through nanoporous graphene
journal, April 2015
- Liu, Hongjun; Chen, Zhongfang; Dai, Sheng
- Journal of Solid State Chemistry, Vol. 224
Selective Ionic Transport through Tunable Subnanometer Pores in Single-Layer Graphene Membranes
journal, February 2014
- O’Hern, Sean C.; Boutilier, Michael S. H.; Idrobo, Juan-Carlos
- Nano Letters, Vol. 14, Issue 3
Water desalination using nanoporous single-layer graphene
journal, March 2015
- Surwade, Sumedh P.; Smirnov, Sergei N.; Vlassiouk, Ivan V.
- Nature Nanotechnology, Vol. 10, Issue 5
Large-Area Synthesis of High-Quality and Uniform Graphene Films on Copper Foils
journal, May 2009
- Li, X.; Cai, W.; An, J.
- Science, Vol. 324, Issue 5932, p. 1312-1314
Roll-to-roll production of 30-inch graphene films for transparent electrodes
journal, June 2010
- Bae, Sukang; Kim, Hyeongkeun; Lee, Youngbin
- Nature Nanotechnology, Vol. 5, Issue 8, p. 574-578
Electron beam nanosculpting of suspended graphene sheets
journal, September 2008
- Fischbein, Michael D.; Drndić, Marija
- Applied Physics Letters, Vol. 93, Issue 11, Article No. 113107
Selective molecular sieving through porous graphene
journal, October 2012
- Koenig, Steven P.; Wang, Luda; Pellegrino, John
- Nature Nanotechnology, Vol. 7, Issue 11
Graphene nanomesh
journal, February 2010
- Bai, Jingwei; Zhong, Xing; Jiang, Shan
- Nature Nanotechnology, Vol. 5, Issue 3
Surface Energy Modification by Spin-Cast, Large-Area Graphene Film for Block Copolymer Lithography
journal, August 2010
- Kim, Bong Hoon; Kim, Ju Young; Jeong, Seong-Jun
- ACS Nano, Vol. 4, Issue 9
Scalable enhancement of graphene oxide properties by thermally driven phase transformation
journal, December 2013
- Kumar, Priyank V.; Bardhan, Neelkanth M.; Tongay, Sefaattin
- Nature Chemistry, Vol. 6, Issue 2
ReaxFF Reactive Force Field for Molecular Dynamics Simulations of Hydrocarbon Oxidation
journal, February 2008
- Chenoweth, Kimberly; van Duin, Adri C. T.; Goddard, William A.
- The Journal of Physical Chemistry A, Vol. 112, Issue 5
Structural evolution during the reduction of chemically derived graphene oxide
journal, June 2010
- Bagri, Akbar; Mattevi, Cecilia; Acik, Muge
- Nature Chemistry, Vol. 2, Issue 7, p. 581-587
Discovery of novel zeolites for natural gas purification through combined material screening and process optimization
journal, March 2014
- First, Eric L.; Hasan, M. M. Faruque; Floudas, Christodoulos A.
- AIChE Journal, Vol. 60, Issue 5
The removal of CO2 and N2 from natural gas: A review of conventional and emerging process technologies
journal, September 2012
- Rufford, T. E.; Smart, S.; Watson, G. C. Y.
- Journal of Petroleum Science and Engineering, Vol. 94-95
Highly Permeable Zeolite Imidazolate Framework-8 Membranes for CO 2 /CH 4 Separation
journal, January 2010
- Venna, Surendar R.; Carreon, Moises A.
- Journal of the American Chemical Society, Vol. 132, Issue 1
Unimpeded Permeation of Water Through Helium-Leak-Tight Graphene-Based Membranes
journal, January 2012
- Nair, R. R.; Wu, H. A.; Jayaram, P. N.
- Science, Vol. 335, Issue 6067, p. 442-444
Origin of Anomalous Water Permeation through Graphene Oxide Membrane
journal, July 2013
- Boukhvalov, Danil W.; Katsnelson, Mikhail I.; Son, Young-Woo
- Nano Letters, Vol. 13, Issue 8
Understanding Water Permeation in Graphene Oxide Membranes
journal, April 2014
- Wei, Ning; Peng, Xinsheng; Xu, Zhiping
- ACS Applied Materials & Interfaces, Vol. 6, Issue 8
Ultrathin, Molecular-Sieving Graphene Oxide Membranes for Selective Hydrogen Separation
journal, October 2013
- Li, Hang; Song, Zhuonan; Zhang, Xiaojie
- Science, Vol. 342, Issue 6154, p. 95-98
Selective Gas Diffusion in Graphene Oxides Membranes: A Molecular Dynamics Simulations Study
journal, April 2015
- Jiao, Shuping; Xu, Zhiping
- ACS Applied Materials & Interfaces, Vol. 7, Issue 17
Mechanical Strength of Nanoporous Graphene as a Desalination Membrane
journal, October 2014
- Cohen-Tanugi, David; Grossman, Jeffrey C.
- Nano Letters, Vol. 14, Issue 11
Fast Parallel Algorithms for Short-Range Molecular Dynamics
journal, March 1995
- Plimpton, Steve
- Journal of Computational Physics, Vol. 117, Issue 1
The Impact of Functionalization on the Stability, Work Function, and Photoluminescence of Reduced Graphene Oxide
journal, January 2013
- Kumar, Priyank V.; Bernardi, Marco; Grossman, Jeffrey C.
- ACS Nano, Vol. 7, Issue 2, p. 1638-1645
The missing term in effective pair potentials
journal, November 1987
- Berendsen, H. J. C.; Grigera, J. R.; Straatsma, T. P.
- The Journal of Physical Chemistry, Vol. 91, Issue 24
Determination of Alkali and Halide Monovalent Ion Parameters for Use in Explicitly Solvated Biomolecular Simulations
journal, July 2008
- Joung, In Suk; Cheatham, Thomas E.
- The Journal of Physical Chemistry B, Vol. 112, Issue 30
DREIDING: a generic force field for molecular simulations
journal, December 1990
- Mayo, Stephen L.; Olafson, Barry D.; Goddard, William A.
- The Journal of Physical Chemistry, Vol. 94, Issue 26, p. 8897-8909
Vapor–liquid equilibria of mixtures containing alkanes, carbon dioxide, and nitrogen
journal, July 2001
- Potoff, Jeffrey J.; Siepmann, J. Ilja
- AIChE Journal, Vol. 47, Issue 7, p. 1676-1682
Charge equilibration for molecular dynamics simulations
journal, April 1991
- Rappe, Anthony K.; Goddard, William A.
- The Journal of Physical Chemistry, Vol. 95, Issue 8
Unimpeded permeation of water through helium-leak-tight graphene-based membranes
text, January 2011
- Nair, R. R.; Wu, H. A.; Jayaram, P. N.
- arXiv
Selective Molecular Sieving through Porous Graphene
text, January 2012
- Koenig, Steven P.; Wang, Luda; Pellegrino, John
- arXiv
Origin of Anomalous Water Permeation through Graphene Oxide Membrane
text, January 2013
- Boukhvalov, Danil W.; Katsnelson, Mikhail I.; Son, Young-Woo
- arXiv
Understanding water permeation in graphene oxide membranes
text, January 2014
- Wei, Ning; Peng, Xinsheng; Xu, Zhiping
- arXiv
Discovery of novel zeolites for natural gas purification through combined material screening and process optimization
journal, March 2014
- First, Eric L.; Hasan, M. M. Faruque; Floudas, Christodoulos A.
- AIChE Journal, Vol. 60, Issue 5
Selective Gas Diffusion in Graphene Oxides Membranes: A Molecular Dynamics Simulations Study
journal, April 2015
- Jiao, Shuping; Xu, Zhiping
- ACS Applied Materials & Interfaces, Vol. 7, Issue 17
Charge equilibration for molecular dynamics simulations
journal, April 1991
- Rappe, Anthony K.; Goddard, William A.
- The Journal of Physical Chemistry, Vol. 95, Issue 8
ReaxFF Reactive Force Field for Molecular Dynamics Simulations of Hydrocarbon Oxidation
journal, February 2008
- Chenoweth, Kimberly; van Duin, Adri C. T.; Goddard, William A.
- The Journal of Physical Chemistry A, Vol. 112, Issue 5
Determination of Alkali and Halide Monovalent Ion Parameters for Use in Explicitly Solvated Biomolecular Simulations
journal, July 2008
- Joung, In Suk; Cheatham, Thomas E.
- The Journal of Physical Chemistry B, Vol. 112, Issue 30
Water Desalination across Nanoporous Graphene
journal, June 2012
- Cohen-Tanugi, David; Grossman, Jeffrey C.
- Nano Letters, Vol. 12, Issue 7, p. 3602-3608
Surface Energy Modification by Spin-Cast, Large-Area Graphene Film for Block Copolymer Lithography
journal, August 2010
- Kim, Bong Hoon; Kim, Ju Young; Jeong, Seong-Jun
- ACS Nano, Vol. 4, Issue 9
The Impact of Functionalization on the Stability, Work Function, and Photoluminescence of Reduced Graphene Oxide
journal, January 2013
- Kumar, Priyank V.; Bernardi, Marco; Grossman, Jeffrey C.
- ACS Nano, Vol. 7, Issue 2, p. 1638-1645
The Thinnest Molecular Separation Sheet by Graphene Gates of Single-Walled Carbon Nanohorns
journal, October 2014
- Ohba, Tomonori
- ACS Nano, Vol. 8, Issue 11
Scalable enhancement of graphene oxide properties by thermally driven phase transformation
journal, December 2013
- Kumar, Priyank V.; Bardhan, Neelkanth M.; Tongay, Sefaattin
- Nature Chemistry, Vol. 6, Issue 2
Graphene nanomesh
journal, February 2010
- Bai, Jingwei; Zhong, Xing; Jiang, Shan
- Nature Nanotechnology, Vol. 5, Issue 3
A decade of R2R graphene manufacturing
journal, October 2021
- Bubnova, Olga
- Nature Nanotechnology, Vol. 16, Issue 10
Electron beam nanosculpting of suspended graphene sheets
journal, September 2008
- Fischbein, Michael D.; Drndić, Marija
- Applied Physics Letters, Vol. 93, Issue 11, Article No. 113107
Ultrathin, Molecular-Sieving Graphene Oxide Membranes for Selective Hydrogen Separation
journal, October 2013
- Li, Hang; Song, Zhuonan; Zhang, Xiaojie
- Science, Vol. 342, Issue 6154, p. 95-98
Origin of Anomalous Water Permeation through Graphene Oxide Membrane
text, January 2013
- Boukhvalov, Danil W.; Katsnelson, Mikhail I.; Son, Young-Woo
- arXiv
Works referencing / citing this record:
A Defect-Free Principle for Advanced Graphene Cathode of Aluminum-Ion Battery
journal, January 2017
- Chen, Hao; Guo, Fan; Liu, Yingjun
- Advanced Materials, Vol. 29, Issue 12
Mussel-Inspired Defect Engineering of Graphene Liquid Crystalline Fibers for Synergistic Enhancement of Mechanical Strength and Electrical Conductivity
journal, August 2018
- Kim, In Ho; Yun, Taeyeong; Kim, Jae-Eun
- Advanced Materials, Vol. 30, Issue 40
Two dimensional nanomaterial‐based separation membranes
journal, March 2019
- Zhang, Jian; Li, Ziyi; Zhan, Kan
- ELECTROPHORESIS, Vol. 40, Issue 16-17
Separation of perchlorates from aqueous solution using functionalized graphene oxide nanosheets: a computational study
journal, October 2018
- Ansari, Pariza; Azamat, Jafar; Khataee, Alireza
- Journal of Materials Science, Vol. 54, Issue 3
Ion sieving in graphene oxide membranes via cationic control of interlayer spacing
journal, October 2017
- Chen, Liang; Shi, Guosheng; Shen, Jie
- Nature, Vol. 550, Issue 7676
Fundamental transport mechanisms, fabrication and potential applications of nanoporous atomically thin membranes
journal, June 2017
- Wang, Luda; Boutilier, Michael S. H.; Kidambi, Piran R.
- Nature Nanotechnology, Vol. 12, Issue 6
Direct imaging of light-element impurities in graphene reveals
triple-coordinated oxygen
journal, October 2019
- Hofer, Christoph; Skákalová, Viera; Görlich, Tobias
- Nature Communications, Vol. 10, Issue 1
Atomic-level tuning of Co–N–C catalyst for high-performance electrochemical H2O2 production
journal, January 2020
- Jung, Euiyeon; Shin, Heejong; Lee, Byoung-Hoon
- Nature Materials, Vol. 19, Issue 4
Enhanced water permeation based on nanoporous multilayer graphene membranes: the role of pore size and density
journal, January 2016
- Kim, Dae Woo; Choi, Junghoon; Kim, Daeok
- Journal of Materials Chemistry A, Vol. 4, Issue 45
Distribution of oxygen functional groups of graphene oxide obtained from low-temperature atomic layer deposition of titanium oxide
journal, January 2017
- Shin, Dong Seok; Kim, Hyun Gu; Ahn, Ho Seon
- RSC Advances, Vol. 7, Issue 23
Elucidating the amphiphilic character of graphene oxide
journal, January 2018
- Paulista Neto, Antenor J.; Fileti, Eudes E.
- Physical Chemistry Chemical Physics, Vol. 20, Issue 14
Integrating reduced graphene oxide with microwave-subcritical water for cellulose depolymerization
journal, January 2018
- Mission, Elaine G.; Quitain, Armando T.; Hirano, Yudai
- Catalysis Science & Technology, Vol. 8, Issue 21
Reduced graphene oxide aerogel membranes fabricated through hydrogen bond mediation for highly efficient oil/water separation
journal, January 2019
- He, Mingrui; Zhang, Runnan; Zhang, Kan
- Journal of Materials Chemistry A, Vol. 7, Issue 18
Tailoring the failure morphology of 2D bicrystalline graphene oxide
journal, July 2018
- Verma, Akarsh; Parashar, Avinash; Packirisamy, M.
- Journal of Applied Physics, Vol. 124, Issue 1
Molecular simulation of permeation behaviour of ethanol/water molecules with single-layer graphene oxide membranes
journal, April 2018
- Yu, Tongfei; Bai, Lifei; Xu, Zhijun
- Molecular Simulation, Vol. 44, Issue 10
Heat and moisture management in membranes containing magnetic field-induced oriented nanosurfaces
journal, June 2019
- Shemshadi, Rasoul; Khodayari, Shiva; Ghafarian, Seyed Reza
- Polymer-Plastics Technology and Materials, Vol. 59, Issue 2
Molecular dynamics based simulations to study the fracture strength of monolayer graphene oxide
journal, February 2018
- Verma, Akarsh; Parashar, Avinash
- Nanotechnology, Vol. 29, Issue 11
Thermal-driven flow inside graphene channels for water desalination
journal, May 2019
- Chen, Bo; Jiang, Haifeng; Liu, Huidong
- 2D Materials, Vol. 6, Issue 3
Impact of oxidation morphology on reduced graphene oxides upon thermal annealing
journal, December 2019
- Antidormi, Aleandro; Roche, Stephan; Colombo, Luciano
- Journal of Physics: Materials, Vol. 3, Issue 1
Large-area graphene-nanomesh/carbon-nanotube hybrid membranes for ionic and molecular nanofiltration
journal, June 2019
- Yang, Yanbing; Yang, Xiangdong; Liang, Ling
- Science, Vol. 364, Issue 6445
Molecular Dynamics Simulations on the Thermal Decomposition of Meta-Aramid Fibers
journal, June 2018
- Yin, Fei; Tang, Chao; Wang, Qian
- Polymers, Vol. 10, Issue 7
Molecular simulation of permeation behaviour of ethanol/water molecules with single-layer graphene oxide membranes
text, January 2018
- Yu, Tongfei; Bai, Lifei; Xu, Zhijun
- Taylor & Francis
Molecular simulation of permeation behaviour of ethanol/water molecules with single-layer graphene oxide membranes
text, January 2018
- Yu, Tongfei; Bai, Lifei; Xu, Zhijun
- Taylor & Francis
Thermal-driven Flow inside Graphene Channels for Water Desalination
preprint, January 2018
- Chen, Bo; Jiang, Haifeng; Liu, Huidong
- arXiv
Strict molecular sieving over electrodeposited 2D-interspacing-narrowed graphene oxide membranes
journal, October 2017
- Qi, Benyu; He, Xiaofan; Zeng, Gaofeng
- Nature Communications, Vol. 8, Issue 1
Direct imaging of light-element impurities in graphene reveals
triple-coordinated oxygen
journal, October 2019
- Hofer, Christoph; Skákalová, Viera; Görlich, Tobias
- Nature Communications, Vol. 10, Issue 1
Molecular Dynamics Simulations on the Thermal Decomposition of Meta-Aramid Fibers
journal, June 2018
- Yin, Fei; Tang, Chao; Wang, Qian
- Polymers, Vol. 10, Issue 7
Theoretical Prediction of Mechanical Strength and Desalination Performance of One-Atom-Thick Hydrocarbon Polymer in Pressure-Driven Separation
journal, August 2019
- Sun, Shuangqing; Shan, Fei; Lyu, Qiang
- Polymers, Vol. 11, Issue 8