Molecular dynamics simulations in membrane-based water treatment processes: A systematic overview

A thorough investigation of membranes as well as their transport and material properties is a key to understanding the governing principles and unresolved issues of membrane processes. Through molecular dynamics (MD) simulations, static and dynamic properties of membrane separation systems may be investigated on a molecular level. By reviewing over 70 articles, this paper aims to highlight the usefulness of applying molecular dynamics in membranes (MDM) in order to broaden our knowledge of membrane-based water treatment processes. Here, the theoretical foundations of classical MD are described together with the results that are obtainable from MDM simulations. By compiling results from published works, we emphasize the ability of MD to determine membrane transport and material properties from simulations. The authors conclude by suggesting the further use of MDM for prospective research areas pertaining to membrane-based water treatment processes.

[1]  K. Sadeghipour,et al.  Molecular dynamics simulation of AFM studies of a single polymer chain , 2008 .

[2]  K. Schulten,et al.  Collective diffusion model for water permeation through microscopic channels. , 2004, Physical review letters.

[3]  Yuwen Zhang,et al.  Thermal conductivity, shear viscosity and specific heat of rigid water models , 2012 .

[4]  J. M. Haile,et al.  Molecular dynamics simulation : elementary methods / J.M. Haile , 1992 .

[5]  J. Grossman,et al.  Water desalination across nanoporous graphene. , 2012, Nano letters.

[6]  Narayana R Aluru,et al.  Water Transport through Ultrathin Graphene , 2010 .

[7]  M. G. Parvatiyar Entropy generation in ultrafiltration processes , 1998 .

[8]  E. Tajkhorshid,et al.  Molecular mechanisms of conduction and selectivity in aquaporin water channels. , 2007, The Journal of nutrition.

[9]  Tamar Schlick,et al.  Molecular Modeling and Simulation: An Interdisciplinary Guide , 2010 .

[10]  Sverre Myhra,et al.  Handbook of surface and interface analysis : methods for problem-solving , 1998 .

[11]  Laxmikant V. Kalé,et al.  Scalable molecular dynamics with NAMD , 2005, J. Comput. Chem..

[12]  Michael Kotelyanskii,et al.  Atomistic simulation of water and salt transport in the reverse osmosis membrane FT-30 , 1998 .

[13]  N. Aluru,et al.  Fast reverse osmosis using boron nitride and carbon nanotubes , 2008 .

[14]  A. Drews,et al.  Recent advances in membrane bioreactors (MBRs): membrane fouling and membrane material. , 2009, Water research.

[15]  Joon Ha Kim,et al.  Overview of systems engineering approaches for a large-scale seawater desalination plant with a reverse osmosis network , 2009 .

[16]  Ji Hye Kim,et al.  Overview of pressure-retarded osmosis (PRO) process and hybrid application to sea water reverse osmosis process , 2012 .

[17]  Eric F Darve,et al.  Molecular dynamics simulation of electro-osmotic flows in rough wall nanochannels. , 2006, Physical review. E, Statistical, nonlinear, and soft matter physics.

[18]  Dynamics of simulated water under pressure. , 1999, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[19]  P. Agre,et al.  Reconstitution of functional water channels in liposomes containing purified red cell CHIP28 protein. , 1992, Biochemistry.

[20]  S. Hwang Nonequilibrium Thermodynamics of Membrane Transport , 2004 .

[21]  John A. Thomas,et al.  Water flow in carbon nanotubes: transition to subcontinuum transport. , 2009, Physical review letters.

[22]  Michael Kotelyanskii,et al.  Molecular dynamics simulation study of the mechanisms of water diffusion in a hydrated, amorphous polyamide , 1999 .

[23]  Peter Agre,et al.  Aquaporin water channels (Nobel Lecture). , 2004, Angewandte Chemie.

[24]  W. Goddard,et al.  Entropy and the driving force for the filling of carbon nanotubes with water , 2011, Proceedings of the National Academy of Sciences.

[25]  K. Schulten,et al.  Molecular dynamics study of aquaporin‐1 water channel in a lipid bilayer , 2001, FEBS letters.

[26]  Ronald M. Welch,et al.  Climatic Impact of Tropical Lowland Deforestation on Nearby Montane Cloud Forests , 2001, Science.

[27]  Julian D. Gale,et al.  Molecular dynamics simulations of the interactions of potential foulant molecules and a reverse osmosis membrane , 2012 .

[28]  S. Sarp,et al.  Time-series image analysis for investigating SWRO fouling mechanism , 2012 .

[29]  Benoît Roux,et al.  Molecular dynamics study of a polymeric reverse osmosis membrane. , 2009, The journal of physical chemistry. B.

[30]  Shin-Ho Chung,et al.  Salt rejection and water transport through boron nitride nanotubes. , 2009, Small.

[31]  G. Hummer,et al.  Water conduction through the hydrophobic channel of a carbon nanotube , 2001, Nature.

[32]  Li Yan,et al.  Behavior of Carbon Nanotube Membranes as Channels of Salt and Water in Forward Osmosis Process , 2010 .

[33]  S. Ghosal,et al.  Ion transport through a graphene nanopore , 2013, Nanotechnology.

[34]  J. J. Sardroodi,et al.  The preferential permeation of ions across carbon and boron nitride nanotubes , 2012 .

[35]  F. Bresme,et al.  Nonequilibrium molecular dynamics simulations of the thermal conductivity of water: a systematic investigation of the SPC/E and TIP4P/2005 models. , 2012, The Journal of chemical physics.

[36]  Minkyu Park,et al.  Determination of a constant membrane structure parameter in forward osmosis processes , 2011 .

[37]  Joon Kim,et al.  Review of seawater natural organic matter fouling and reverse osmosis transport modeling for seawater reverse osmosis desalination , 2010 .

[38]  N. Aluru,et al.  Effect of induced electric field on single-file reverse osmosis. , 2009, Physical chemistry chemical physics : PCCP.

[39]  Menachem Elimelech,et al.  Chemical and physical aspects of organic fouling of forward osmosis membranes , 2008 .

[40]  Joon Ha Kim,et al.  A fouling model for simulating long-term performance of SWRO desalination process , 2012 .

[41]  M. Foroutan,et al.  Ion-separation and water-purification using single-walled carbon nanotube electrodes , 2011 .

[42]  H. C. Andersen Molecular dynamics simulations at constant pressure and/or temperature , 1980 .

[43]  Eric F Darve,et al.  High-ionic-strength electroosmotic flows in uncharged hydrophobic nanochannels. , 2009, Journal of colloid and interface science.

[44]  Julian D. Gale,et al.  A Computational Investigation into the Suitability of Purely Siliceous Zeolites as Reverse Osmosis Membranes , 2011 .

[45]  Craig C. Martens,et al.  Molecular Dynamics Simulation of Salt Rejection in Model Surface-Modified Nanopores , 2010 .

[46]  Benoît Roux,et al.  Computer simulations of water flux and salt permeability of the reverse osmosis FT-30 aromatic polyamide membrane , 2011 .

[47]  Wolfgang Meier,et al.  Highly permeable polymeric membranes based on the incorporation of the functional water channel protein Aquaporin Z , 2007, Proceedings of the National Academy of Sciences.

[48]  K. Schulten,et al.  Theory and simulation of water permeation in aquaporin-1. , 2004, Biophysical journal.

[49]  Gerhard Hummer,et al.  Osmotic water transport through carbon nanotube membranes , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[50]  L. Kong,et al.  Micro- and nano-characterization of membrane materials , 2008 .

[51]  Julian D. Gale,et al.  A computational investigation of the properties of a reverse osmosis membrane , 2010 .

[52]  Jeetain Mittal,et al.  Water Transport through Nanotubes with Varying Interaction Strength between Tube Wall and Water. , 2011, The journal of physical chemistry letters.

[53]  Klaus Schulten,et al.  Water and proton conduction through carbon nanotubes as models for biological channels. , 2003, Biophysical journal.

[54]  Huabing Yin,et al.  Atomic force microscopy studies of membrane—solute interactions (fouling)☆ , 2002 .

[55]  William G. Hoover,et al.  Bulk viscosity via nonequilibrium and equilibrium molecular dynamics , 1980 .

[56]  H. Uchida,et al.  Molecular dynamics simulation of solution structure and dynamics of aqueous sodium chloride solutions from dilute to supersaturated concentration , 2004 .

[57]  Yoshihiro Minamizaki,et al.  The relationship between polymer molecular structure of RO membrane skin layers and their RO performances , 1997 .

[58]  S. Murad The role of external electric fields in enhancing ion mobility, drift velocity, and drift-diffusion rates in aqueous electrolyte solutions. , 2011, The Journal of chemical physics.

[59]  R. S. Dumont,et al.  Nonequilibrium molecular dynamics simulation of water transport through carbon nanotube membranes at low pressure. , 2012, The Journal of chemical physics.

[60]  J. Shiomi,et al.  Influence of ion size and charge on osmosis. , 2012, The journal of physical chemistry. B.

[61]  Grant S. Heffelfinger,et al.  Diffusion in Lennard-Jones Fluids Using Dual Control Volume Grand Canonical Molecular Dynamics Simulation (DCV-GCMD) , 1994 .

[62]  M. Fujihira,et al.  Molecular dynamics simulation of non-contact atomic force microscopy of self-assembled monolayers on Au(111) , 2004 .

[63]  H. Matsuyama,et al.  Characterization of methyl‐substituted polyamides used for reverse osmosis membranes by positron annihilation lifetime spectroscopy and MD simulation , 2009 .

[64]  B. Roux,et al.  Simulation of Osmotic Pressure in Concentrated Aqueous Salt Solutions , 2010 .

[65]  S. Murad,et al.  The effect of thickness, pore size and structure of a nanomembrane on the flux and selectivity in reverse osmosis separations: a molecular dynamics study , 2004 .

[66]  D. Cahill,et al.  Physico-chemical integrity of nanofiltration/reverse osmosis membranes during characterization by Rutherford backscattering spectrometry , 2007 .

[67]  D. C. Rapaport,et al.  The Art of Molecular Dynamics Simulation , 1997 .

[68]  K. Schulten,et al.  Control of the Selectivity of the Aquaporin Water Channel Family by Global Orientational Tuning , 2002, Science.

[69]  Helmut Grubmüller,et al.  Determining equilibrium constants for dimerization reactions from molecular dynamics simulations , 2011, J. Comput. Chem..

[70]  Vicki Chen,et al.  Non-invasive observation of synthetic membrane processes – a review of methods , 2004 .

[71]  A. Thompson,et al.  Direct molecular simulation of gradient-driven diffusion of large molecules using constant pressure , 1999 .

[72]  Meng Wang,et al.  Carbon nanotube: Possible candidate for forward osmosis , 2010 .

[73]  Minkyu Park,et al.  Simulation of forward osmosis membrane process: Effect of membrane orientation and flow direction of feed and draw solutions , 2011 .

[74]  X. Gong,et al.  A charge-driven molecular water pump. , 2007, Nature nanotechnology.