Computational Fluid Dynamic (CFD) opportunities applied to the membrane distillation process: State-of-the-art and perspectives

Abstract The robustness and efficiency of the numerical methods for obtaining solutions to MD membranes and module problems (e.g. temperature and concentration polarizations and, distillate flux enhancement) have given rise to the adoption of Computational Fluid Dynamic (CFD) as a widely used analysis tool to study transport phenomena for MD processes. This paper reviews recent researches utilizing CFD simulations to study the momentum, heat and mass transfer in conventional and newly designed MD modules, such as those including spacer-filled feed channels. Many of these works have focused on optimizing hydrodynamics and investigating the effect of various spacers' geometry, while fewer of them have attempted to gain a better understanding of the mechanisms giving rise to mass transfer enhancement inside the membrane pores. CFD and its couple with other modeling/simulation softwares could provide a lot of interesting information for the development of new MD membranes and modules. This paper also reviewed the different ways in which the CFD techniques are used to improve MD performance. Possible concepts and perspectives for applying CFD to new MD processes are discussed, comprehensively.

[1]  B. L. Pangarkar,et al.  Review of membrane distillation process for water purification , 2016 .

[2]  S. Vigneswaran,et al.  Interaction of humic substances on fouling in membrane distillation for seawater desalination , 2015 .

[3]  Mohamed Khayet,et al.  Artificial neural network model for desalination by sweeping gas membrane distillation , 2013 .

[4]  Nidal Hilal,et al.  A review on the applicability of integrated/hybrid membrane processes in water treatment and desalination plants , 2015 .

[5]  Ahmad Fauzi Ismail,et al.  A review on RO membrane technology: Developments and challenges , 2015 .

[6]  F. Kleitz,et al.  Mesoporous organosilica membranes: Effects of pore geometry and calcination conditions on the membrane distillation performance for desalination , 2015 .

[7]  M. Elimelech,et al.  Biofouling of reverse osmosis membranes: Role of biofilm-enhanced osmotic pressure , 2007 .

[8]  Niall Finn,et al.  The role of membrane surface energy on direct contact membrane distillation performance , 2013 .

[9]  Siewert J Marrink,et al.  Lipids on the move: simulations of membrane pores, domains, stalks and curves. , 2009, Biochimica et biophysica acta.

[10]  Huanlin Chen,et al.  A comprehensive review of vacuum membrane distillation technique , 2015 .

[11]  Ali Kargari,et al.  Production of drinking water from seawater using membrane distillation (MD) alternative: direct contact MD and sweeping gas MD approaches , 2014 .

[12]  Mohamed Khayet,et al.  Characterization of membranes for membrane distillation by atomic force microscopy and estimation of their water vapor transfer coefficients in vacuum membrane distillation process , 2004 .

[13]  A. Kushmaro,et al.  Factors affecting biofilm formation and biofouling in membrane distillation of seawater , 2011 .

[14]  Michele Ciofalo,et al.  A Thermochromic Liquid Crystals Image Analysis technique to investigate temperature polarization in spacer-filled channels for Membrane Distillation , 2013 .

[15]  N. Hilal,et al.  Membrane distillation: A comprehensive review , 2012 .

[16]  Takeshi Matsuura,et al.  New insights into fabrication of hydrophobic/hydrophilic composite hollow fibers for direct contact membrane distillation , 2015 .

[17]  T. Hodgkiess,et al.  Membrane distillation - an assessment , 1985 .

[18]  L. Martinez-diez,et al.  Study of membrane dis-tillation using channel spacers , 1998 .

[19]  Noreddine Ghaffour,et al.  Experimental and theoretical analyses of temperature polarization effect in vacuum membrane distillation , 2014 .

[20]  Yu Liu,et al.  Impact of a biofouling layer on the vapor pressure driving force and performance of a membrane distillation process , 2013 .

[21]  T. Mohammadi,et al.  Theoretical modeling of direct contact membrane distillation (DCMD): effects of operation parameters on flux , 2015 .

[22]  Shoji Kimura,et al.  Transport phenomena in membrane distillation , 1987 .

[23]  Iqbal Ahmed,et al.  A CFD study of heat transfer through spacer channels of membrane distillation modules , 2013 .

[24]  Seeram Ramakrishna,et al.  Multifunctional carbon nanotubes in water treatment: The present, past and future , 2014 .

[25]  B. L. Pangarkar,et al.  Status of membrane distillation for water and wastewater treatment—A review , 2014 .

[26]  Mikel Duke,et al.  Preliminary evaluation for VMD energy requirement , 2015 .

[27]  M. Qtaishat,et al.  Heat and mass transfer analysis in direct contact membrane distillation , 2008 .

[28]  M. Elimelech,et al.  Engineering flat sheet microporous PVDF films for membrane distillation , 2015 .

[29]  John H. Lienhard,et al.  Energy efficiency comparison of single-stage membrane distillation (MD) desalination cycles in different configurations , 2012 .

[30]  Mohamed Khayet,et al.  Solar desalination by membrane distillation: Dispersion in energy consumption analysis and water production costs (a review) , 2013 .

[31]  Dimos Poulikakos,et al.  An experimentally optimized model for heat and mass transfer in direct contact membrane distillation , 2013 .

[32]  Mohamed Khayet,et al.  A framework for better understanding membrane distillation separation process , 2006 .

[33]  Xing Yang,et al.  Optimization of microstructured hollow fiber design for membrane distillation applications using CFD modeling , 2012 .

[34]  L. Martinez-diez,et al.  A method to evaluate coefficients affecting flux in membrane distillation , 2000 .

[35]  A. B. de Haan,et al.  Desalination and water recycling by air gap membrane distillation , 2006 .

[36]  Mohammad Mahdi,et al.  A Review on Applications of Membrane Distillation (MD) Process for Wastewater Treatment , 2015 .

[37]  H. Susanto Towards practical implementations of membrane distillation , 2011 .

[38]  Li Wang,et al.  Novel design of liquid distributors for VMD performance improvement based on cross-flow membrane module , 2014 .

[39]  John H. Lienhard,et al.  Superhydrophobic condenser surfaces for air gap membrane distillation , 2015 .

[40]  Peng Wang,et al.  Fabrication and characterization of novel asymmetric polyvinylidene fluoride (PVDF) membranes by the nonsolvent thermally induced phase separation (NTIPS) method for membrane distillation applications , 2015 .

[41]  T. Matsuura,et al.  Nanofiber based triple layer hydro-philic/-phobic membrane - a solution for pore wetting in membrane distillation , 2014, Scientific Reports.

[42]  M. Khayet Membranes and theoretical modeling of membrane distillation: a review. , 2011, Advances in colloid and interface science.

[43]  Yalan Yu,et al.  CFD simulation on membrane distillation of NaCl solution , 2009 .

[44]  Noam Lior,et al.  Membrane-distillation desalination: Status and potential , 2005 .

[45]  Marek Gryta,et al.  The assessment of microorganism growth in the membrane distillation system , 2002 .

[46]  Anthony G. Fane,et al.  Heat transport and membrane distillation coefficients in direct contact membrane distillation , 2003 .

[47]  E. Delyannis,et al.  Desalination by using alternative energy: Review and state-of-the-art , 2007 .

[48]  Mohamed Khayet,et al.  Modeling and optimization of sweeping gas membrane distillation , 2012 .

[49]  Enrico Drioli,et al.  Membrane distillation: Recent developments and perspectives , 2015 .

[50]  Rosli Mohd Yunus,et al.  A CFD study on the effect of spacer orientation on temperature polarization in membrane distillation modules , 2012 .

[51]  J. Berg,et al.  Molecular dynamics simulations of biomolecules , 2002, Nature Structural Biology.

[52]  Tai‐Shung Chung,et al.  Recent advances in membrane distillation processes: Membrane development, configuration design and application exploring , 2015 .

[53]  W. T. Hanbury,et al.  Numerical simulation and optimisation of spiral-wound modules , 1992 .

[54]  Xue-kui Wang,et al.  Three-dimensional numerical simulation of aqueous NaCl solution in vacuum membrane distillation process , 2015 .

[55]  John H. Lienhard,et al.  Scaling and fouling in membrane distillation for desalination applications: A review , 2015 .

[56]  Noam Lior,et al.  Heat and mass transfer resistance analysis of membrane distillation , 2006 .

[57]  Andrea F. Corral,et al.  Sweeping gas membrane distillation: Numerical simulation of mass and heat transfer in a hollow fiber membrane module , 2015 .

[58]  E. Drioli,et al.  Membrane Distillation and Related Operations—A Review , 2005 .

[59]  N. Hilal,et al.  Treatment of high salinity solutions: Application of air gap membrane distillation , 2012 .

[60]  H. Shon,et al.  Fouling and its control in membrane distillation-A review , 2015 .

[61]  T. Mohammadi,et al.  Simulation of momentum, heat and mass transfer in direct contact membrane distillation: A computational fluid dynamics approach , 2015 .

[62]  Ali Kargari,et al.  Direct contact membrane distillation for seawater desalination , 2012 .

[63]  Jianhua Zhang,et al.  Condensation, re-evaporation and associated heat transfer in membrane evaporation and sweeping gas membrane distillation , 2015 .

[64]  M. Buonomenna,et al.  Membrane processes and renewable energies , 2015 .

[65]  Rosalam Sarbatly,et al.  Vacuum membrane distillation processes for aqueous solution treatment—A review , 2013 .

[66]  C. Cojocaru,et al.  Sweeping gas membrane distillation of sucrose aqueous solutions: Response surface modeling and optimization , 2011 .

[67]  Mohamed Khayet,et al.  Numerical simulation and experimental studies on heat and mass transfer using sweeping gas membrane distillation , 2010 .

[68]  Seockheon Lee,et al.  Fouling analysis and control in a DCMD process for SWRO brine , 2015 .

[69]  Atia E. Khalifa,et al.  Water and air gap membrane distillation for water desalination – An experimental comparative study , 2015 .

[70]  Baoan Li,et al.  DCMD flux curve characteristics of cross-flow hollow fiber membrane , 2013 .

[71]  A. Mohammad,et al.  Nanofiltration membranes review: Recent advances and future prospects , 2015 .

[72]  A. Ismail,et al.  Recent Progress in Zeolite/Zeotype Membranes , 2015 .

[73]  Nidal Hilal,et al.  Membrane technology enhancement in oil–water separation. A review , 2015 .

[74]  Fawzi Banat,et al.  Membrane distillation for dilute ethanol: Separation from aqueous streams , 1999 .

[75]  Yu Liu,et al.  Membrane Distillation Bioreactor (MDBR) - A lower Green-House-Gas (GHG) option for industrial wastewater reclamation. , 2015, Chemosphere.

[76]  Adel O. Sharif,et al.  Experimental Investigation of Heat and Mass Transfer in Tubular Membrane Distillation Module for Desalination , 2012 .

[77]  A. Ismail,et al.  Assessment of atomic force microscopy for characterization of PTFE membranes for membrane distillation (MD) process , 2015 .

[78]  L. Martinez-diez,et al.  Temperature and concentration polarization in membrane distillation of aqueous salt solutions , 1999 .

[79]  Meisam Tabatabaei,et al.  Concentration of glycerol from dilute glycerol wastewater using sweeping gas membrane distillation , 2014 .

[80]  Meisam Tabatabaei,et al.  Sweeping Gas Membrane Distillation (SGMD) as an Alternative for Integration of Bioethanol Processing: Study on a Commercial Membrane and Operating Parameters , 2015 .

[81]  June-Seok Choi,et al.  Recent progress of membrane distillation using electrospun nanofibrous membrane , 2014 .

[82]  F. Cheng,et al.  Influence of salt concentration on DCMD performance for treatment of highly concentrated NaCl, KCl, MgCl2 and MgSO4 solutions , 2015 .

[83]  Nidal Hilal,et al.  Produced water treatment: Application of Air Gap Membrane Distillation , 2013 .

[84]  Anthony G. Fane,et al.  Effects of net-type spacers on heat and mass transfer in direct contact membrane distillation and comparison with ultrafiltration studies , 2003 .

[85]  Mohamed Khayet,et al.  Nature of flow on sweeping gas membrane distillation , 2000 .

[86]  E. Drioli,et al.  Effect of module design and flow patterns on performance of membrane distillation process , 2015 .

[87]  T. Mohammadi,et al.  Treatment of bentazon herbicide solutions by vacuum membrane distillation , 2015 .

[88]  Kitty Nijmeijer,et al.  Micro-structured membranes for electricity generation by reverse electrodialysis , 2014 .

[89]  Xing Yang,et al.  Analysis of heat and mass transfer by CFD for performance enhancement in direct contact membrane distillation , 2012 .

[90]  Ho Jung Hwang,et al.  Production of drinking water from saline water by direct contact membrane distillation (DCMD) , 2011 .

[91]  Meisam Tabatabaei,et al.  Evaluation of commercial PTFE membranes in desalination by direct contact membrane distillation , 2014 .

[92]  Mohamed Khayet,et al.  Membrane distillation : principles and applications , 2011 .

[93]  N. Hilal,et al.  Treatment of saline solutions using Air Gap Membrane Distillation: Experimental study , 2013 .

[94]  T. Mohammadi,et al.  Taguchi optimization approach for phenolic wastewater treatment by vacuum membrane distillation , 2014 .

[95]  Jianhua Zhang,et al.  Study on the heat and mass transfer in air-bubbling enhanced vacuum membrane distillation , 2015 .

[96]  A. Hafiane,et al.  Direct contact membrane distillation: Capability to desalt raw water , 2017 .

[97]  M. Tabatabaei,et al.  Characterization of polymeric membranes for membrane distillation using atomic force microscopy , 2013 .

[98]  A. Julbe,et al.  An innovative approach for the preparation of confined ZIF-8 membranes by conversion of ZnO ALD layers , 2015 .

[99]  E. Drioli,et al.  Potential of membrane distillation in seawater desalination: Thermal efficiency, sensitivity study and cost estimation , 2008 .

[100]  M. Khayet,et al.  Heat and mass transfer in vacuum membrane distillation , 2004 .

[101]  Anthony G. Fane,et al.  MASS FLUX ENHANCEMENT USING SPACER FILLED CHANNELS IN DIRECT CONTACT MEMBRANE DISTILLATION , 2001 .

[102]  Zhao Zhengming,et al.  A review of renewable energy technologies integrated with desalination systems , 2009 .

[103]  H. Arafat,et al.  Membrane fouling and cleaning in long term plant-scale membrane distillation operations , 2014 .

[104]  Stewart A. Adcock,et al.  Molecular dynamics: survey of methods for simulating the activity of proteins. , 2006, Chemical reviews.

[105]  Ludovic F. Dumée,et al.  Advances in Membrane Distillation for Water Desalination and Purification Applications , 2013 .

[106]  Na Tang,et al.  Computational fluid dynamics numerical simulation of vacuum membrane distillation for aqueous NaCl solution , 2011 .

[107]  M. Vahdati,et al.  Direct Contact Membrane Distillation , 2000 .

[108]  Nagamany Nirmalakhandan,et al.  Renewable and sustainable approaches for desalination , 2010 .

[109]  S. Ji,et al.  Review of thermal efficiency and heat recycling in membrane distillation processes , 2015 .

[110]  Ingmar Nopens,et al.  Modelling approaches in membrane distillation: A critical review , 2015 .

[111]  Allan R. Chivas,et al.  Treatment of RO brine from CSG produced water by spiral-wound air gap membrane distillation — A pilot study , 2015 .

[112]  M. Asghari,et al.  Numerical simulation and theoretical study on simultaneously effects of operating parameters in direct contact membrane distillation , 2012 .