Biofouling of Spiral Wound Membrane Systems

Biofouling of spiral wound membrane systems High quality drinking water can be produced with membrane filtration processes like reverse osmosis (RO) and nanofiltration (NF). Because the global demand for fresh clean water is increasing, these membrane technologies will increase in importance in the coming decades. One of the most serious problems in RO/NF applications is biofouling - excessive growth of biomass - affecting the performance of the RO/NF systems due to e.g. (i) increase in pressure drop across membrane elements (feed-concentrate channel), (ii) decrease in membrane permeability, (iii) increase in salt passage. These phenomena result in the need to increase the feed pressure to maintain constant production and to clean the membrane elements chemically. In practice, the first phenomenon is most dominant. The objective of this study was to relate biomass accumulation in spiral wound RO and NF membrane elements with membrane performance and hydrodynamics and to determine parameters influencing biofouling. The focus of this research was on the development of biomass in the feed-concentrate (feed-spacer) channel and its effect on pressure drop and flow distribution. These detailed studies can be used to develop an integral strategy to control biofouling in spiral wound membrane systems. Problem analysis Studies to diagnose biofouling in 15 full-scale RO and NF membrane installations with varying feed water types showed that (i) highest biomass concentrations were found at the installation feed side, (ii) the biomass related parameter adenosine-tri-phosphate was suitable for biofouling diagnosis in membrane element autopsies, (iii) measurements of biological parameters in the water were not appropriate in quantifying biofouling, and (iv) there is a need for a representative monitor and sensitive accurate pressure data to enable a reliable evaluation of the development of biofouling (Chapter 2). Based on the practical observations it was decided to develop a set of tools to study biofouling at controlled conditions. Method development A monitor was developed (Chapter 3) in combination with testing of a sensitive differential pressure drop transmitter (Chapter 4). This small monitor named Membrane Fouling Simulator (MFS) uses the same membranes and spacers as present in commercial membrane elements, has similar hydrodynamics and is equipped with a sight window. The MFS is an effective scaled-down version of a full-scale system and allows to study the biofouling process occurring in the first 0.20 m of RO/NF elements. Magnetic Resonance Imaging (MRI) provided in-situ, non-invasive, and spatially-resolved measurements of biofouling and its impact on hydrodynamics and mass transport in spiral wound membrane elements as well as in the MFS (Chapter 5). A three-dimensional computational model was developed to simulate biofouling in membrane elements, with feed spacer geometry as used in practice (Chapter 6). The model combines fluid dynamics, solute transport and biofouling. The methods described in the first part of the thesis have been used to increase the understanding of fundamental aspects of biofouling. Basic studies The development of biomass and related increase in pressure drop was not influenced by the permeate production in the elements (Chapter 7). Irrespective whether a flux was applied or not, the feed-concentrate channel pressure drop and biofilm amount increased in RO and NF membranes in monitor, test-rig, pilot and full-scale installation. Mass transport calculations supported that permeate production plays a minor role in the development of biofouling. Since fouling occurred irrespective of permeate production, the critical flux concept stating that “below a critical flux no fouling occurs” is not applicable to control RO/NF biofouling in extensively pretreated water. In essence, biofouling is a feed spacer channel problem (Chapter 8). This observation is based on (i) practical data and supported by (ii) in-situ visual observations of fouling accumulation using the MFS sight window, (iii) in-situ non-destructive observations of fouling accumulation and velocity distribution profiles using MRI, and (iv) differences in pressure drop and biomass development in monitors with and without feed spacer. MRI studies showed that already a restricted biofilm accumulation on the feed channel spacer influenced the velocity distribution profile strongly, leading to a strong decrease of the effective surface area in the membrane module and probably increasing the salt concentration in the dead-zones of the element leading to increased salt passage. Three-dimensional numerical simulations of biofilm formation and fluid flow were executed and compared with MRI and MFS studies (Chapter 9). The simulations showed similar (i) pressure drop development and (ii) patterns in flow distribution and channelling as observed in MRI and MFS studies. Feed spacers showed to have an essential role in biofouling, and are considered a prime target for improving the membrane elements. Based on the gained insights several potential methodologies to minimize the impact of biofouling have been studied and described in the last chapters of the thesis. Control studies The effect of substrate concentration, linear flow velocity, substrate load and flow direction on pressure drop development and biofilm accumulation was investigated in MFSs (Chapter 10). The pressure drop increase was related to the amount of accumulated biomass and linear flow velocity. Biomass accumulation was related to the substrate load. A flow direction change in the pressure vessels instantaneously reduced the pressure drop, accentuating that hydrodynamics, spacers and pressure vessel configuration offer possibilities to restrict the pressure drop increase caused by accumulated biomass. The impact of flow regime on pressure drop, biomass accumulation and morphology was studied (Chapter 11). In RO and NF membrane elements, at linear flow velocities as applied in practice voluminous and filamentous biofilm structures developed in the feed spacer channel, causing a significant increase in feed channel pressure drop. The amount of accumulated biomass was independent of the applied shear, depending on the substrate load. A high shear force resulted in more compact and less filamentous biofilm structure compared to a low shear force, causing a lower pressure drop increase. A biofilm grown at low shear was easier to remove during water flushing compared to a biofilm grown at high shear. Flow regimes manipulated biofilm morphology affecting membrane performance, enabling new approaches to control biofouling. Phosphate limitation as a method to control biofouling was investigated at a full-scale RO installation, characterized by low phosphate and substrate concentrations in the feed water and low biomass amounts in lead membrane modules. MFS studies showed that phosphate limitation restricted the pressure drop increase and biomass accumulation, even in the presence of high substrate concentrations (Chapter 12). Outlook Most past and present methods to control biofouling have not been very successful. Based on insights obtained by the studies described in this thesis, an overview is given of several potential complementary approaches to solve biofouling (Chapter 13). An integrated approach for biofouling control is proposed, based on three corner stones: (i) equipment design and operation, (ii) biomass growth conditions, and (iii) cleaning agents. Although in this stage chemical cleaning and biofouling inhibitor dosing seem inevitable to control biofouling, it is expected that in future – also because of sustainability and costs reasons - membrane systems will be operated without or with minimal chemical cleaning and dosing.

[1]  David F. Fletcher,et al.  A CFD study of unsteady flow in narrow spacer-filled channels for spiral-wound membrane modules , 2002 .

[2]  Ilkka T Miettinen,et al.  Impact of UV disinfection on microbially available phosphorus, organic carbon, and microbial growth in drinking water. , 2003, Water research.

[3]  Herve Morvan,et al.  CFD simulations of flow and concentration polarization in spacer-filled channels for application to water desalination , 2008 .

[4]  D. Kooij,et al.  Kinetic aspects of biofilm formation on surfaces exposed to drinking water , 1995 .

[5]  Kuo-Lun Tung,et al.  Mitigating the curvature effect of the spacer-filled channel in a spiral-wound membrane module , 2009 .

[6]  Peer C. Kamp,et al.  UF/RO treatment plant Heemskerk: from challenge to full scale application , 2000 .

[7]  Benny D. Freeman,et al.  Reverse osmosis desalination: water sources, technology, and today's challenges. , 2009, Water research.

[8]  M. Loosdrecht,et al.  A critical flux to avoid biofouling of spiral wound nanofiltration and reverse osmosis membranes: Fact or fiction? , 2009 .

[9]  M. V. van Loosdrecht,et al.  Biofouling of spiral-wound nanofiltration and reverse osmosis membranes: a feed spacer problem. , 2009, Water research.

[10]  G. Geesey,et al.  Biofouling of engineered materials and systems , 2000 .

[11]  J. Lawrence,et al.  Phosphorus Limitation of Heterotrophic Biofilms from the Fraser River, British Columbia, and the Effect of Pulp Mill Effluent , 1998, Microbial Ecology.

[12]  Mark Wilf,et al.  Application of low fouling RO membrane elements for reclamation of municipal wastewater , 2000 .

[13]  H. Winters,et al.  Twenty years experience in seawater reverse osmosis and how chemicals in pretreatment affect fouling of membranes , 1997 .

[14]  H. Flemming,et al.  The permeability of biofouling layers on membranes , 1994 .

[15]  Johannes S. Vrouwenvelder,et al.  Biofouling potential of chemicals used for scale control in RO and NF membranes , 2000 .

[16]  M. Reinhard,et al.  Effects of polyether–polyamide block copolymer coating on performance and fouling of reverse osmosis membranes , 2006 .

[17]  T. E. Cloete,et al.  Biofouling and Biocorrosion in Industrial Water Systems , 2005, Critical reviews in microbiology.

[18]  Viriato Semiao,et al.  The effect of the ladder-type spacers configuration in NF spiral-wound modules on the concentration boundary layers disruption☆ , 2002 .

[19]  Sydney Levitus,et al.  World ocean atlas 2005. Vol. 4, Nutrients (phosphate, nitrate, silicate) , 2006 .

[20]  J Hennig,et al.  RARE imaging: A fast imaging method for clinical MR , 1986, Magnetic resonance in medicine.

[21]  S. Sablani,et al.  Fouling of Reverse Osmosis and Ultrafiltration Membranes: A Critical Review , 2005 .

[22]  Eric M.V. Hoek,et al.  Pressure, flow, and concentration profiles in open and spacer-filled membrane channels , 2006 .

[23]  B. Gros,et al.  Membrane mass transport modeling with the periodic boundary condition , 2009, Computers and Chemical Engineering.

[24]  Albert S Kim,et al.  EPS biofouling in membrane filtration: an analytic modeling study. , 2006, Journal of colloid and interface science.

[25]  Jean-Antoine Nollet Investigations on the causes for the ebullition of liquids , 1995 .

[26]  H. K. Lonsdale,et al.  The growth of membrane technology , 1982 .

[27]  D. Kooij,et al.  An in situ biofouling monitor for membrane systems , 2003 .

[28]  W. Casey,et al.  New generation of low fouling nanofiltration membranes , 2008 .

[29]  M. V. van Loosdrecht,et al.  Heterogeneity of biofilms in rotating annular reactors: Occurrence, structure, and consequences , 1994, Biotechnology and bioengineering.

[30]  Keiko Wada,et al.  Investigation of oxidative degradation of polyamide reverse osmosis membranes by monochloramine solutions , 2006 .

[31]  M. Elimelech,et al.  Water and sanitation in developing countries: including health in the equation. , 2007, Environmental science & technology.

[32]  M. Mittelman Bacterial Growth and Biofouling Control in Purified Water Systems , 1991 .

[33]  J. Vrouwenvelder,et al.  Elucidation and control of biofilm formation processes in water treatment and distribution using the Unified Biofilm Approach. , 2003, Water science and technology : a journal of the International Association on Water Pollution Research.

[34]  L. Mathieu,et al.  Paramètres gouvernant la prolifération bactérienne dans les réseaux de distribution , 1992 .

[35]  Dick van der Kooij,et al.  Biofilm formation on surfaces of glass and Teflon exposed to treated water , 1995 .

[36]  F. Rassoulzadegan,et al.  P-limited bacteria but N and P co-limited phytoplankton in the Eastern Mediterranean—a microcosm experiment , 2005 .

[37]  Danial Taherzadeh,et al.  Computational study of the drag and oscillatory movement of biofilm streamers in fast flows , 2010, Biotechnology and bioengineering.

[38]  R. Schneider,et al.  Dynamics of organic carbon and of bacterial populations in a conventional pretreatment train of a reverse osmosis unit experiencing severe biofouling , 2005 .

[39]  Threshold Concentration of Easily Assimilable Organic Carbon in Feedwater for Biofouling of Spiral-Wound Membranes [Environmental Science & Technology 2009, 43, 4890]. Wim A.M. Hijnen,* David. Biraud, Emile R. Cornelissen, and Dick van der Kooij , 2011 .

[40]  P. Martikainen,et al.  Biofilm formation in drinking water affected by low concentrations of phosphorus. , 2002, Canadian journal of microbiology.

[41]  Ashwani Kumar,et al.  Flow visualization through spacer filled channels by computational fluid dynamics-II: improved feed spacer designs☆ , 2005 .

[42]  Luís F. Melo,et al.  BIOFOULING IN WATER SYSTEMS , 1997 .

[43]  O. Holm‐Hansen,et al.  THE MEASUREMENT OF ADENOSINE TRIPHOSPHATE IN THE OCEAN AND ITS ECOLOGICAL SIGNIFICANCE1 , 1966 .

[45]  M. Khedr A case study of RO plant failure due to membrane fouling, analysis and diagnosis , 1998 .

[46]  Antonio Dr Chiolle,et al.  Mathematical model of reverse osmosis in parallel-wall channels with turbulence promoting nets , 1978 .

[47]  R. Robarts,et al.  Sestonic bacterial nutrient limitation in a northern temperate river and the impact of pulp-mill effluents , 2003 .

[48]  Raphael Semiat,et al.  Characterization of membrane biofouling in nanofiltration processes of wastewater treatment , 2005 .

[49]  J. Hobbie,et al.  Use of nuclepore filters for counting bacteria by fluorescence microscopy , 1977, Applied and environmental microbiology.

[50]  Z Lewandowski,et al.  Oscillation characteristics of biofilm streamers in turbulent flowing water as related to drag and pressure drop. , 1998, Biotechnology and bioengineering.

[51]  Wen-Tso Liu,et al.  Biofilm formation characteristics of bacterial isolates retrieved from a reverse osmosis membrane. , 2005, Environmental science & technology.

[52]  Johannes S. Vrouwenvelder,et al.  Diagnosis of fouling problems of NF and RO membrane installations by a quick scan , 2003 .

[53]  G. Schock,et al.  Mass transfer and pressure loss in spiral wound modules , 1987 .

[54]  Cristian Picioreanu,et al.  Constrained discounted Markov decision processes and Hamiltonian cycles , 1997, Proceedings of the 36th IEEE Conference on Decision and Control.

[55]  R. Semiat,et al.  Critical flux detection in a silica scaling RO system , 2005 .

[56]  T. Reg Bott,et al.  The control of biofilms in tubes using wire‐wound inserts , 2000 .

[57]  Mark C M van Loosdrecht,et al.  A framework for multidimensional modelling of activity and structure of multispecies biofilms. , 2005, Environmental microbiology.

[58]  Pierre Servais,et al.  Comparison of the bacterial dynamics in various French distribution systems , 1995 .

[59]  J. Kruithof,et al.  Integrated multi-objective membrane systems for surface water treatment: pre-treatment of nanofiltration by riverbank filtration and conventional ground water treatment☆ , 1998 .

[60]  Lyonnaise des eaux-Dumez Water treatment membrane processes , 1996 .

[61]  Howland D. T. Jones,et al.  Analysis of micromixers to reduce biofouling on reverse‐osmosis membranes , 2008 .

[62]  D. Allison,et al.  A staining technique for attached bacteria and its correlation to extracellular carbohydrate production , 1984 .

[63]  Sandeep K. Karode,et al.  Flow visualization through spacer filled channels by computational fluid dynamics I. , 2001 .

[64]  C. E. Zobell,et al.  OBSERVATIONS ON THE MULTIPLICATION OF BACTERIA IN DIFFERENT VOLUMES OF STORED SEA WATER AND THE INFLUENCE OF OXYGEN TENSION AND SOLID SURFACES , 1936 .

[65]  J. Heijnen,et al.  A three-dimensional numerical study on the correlation of spatial structure, hydrodynamic conditions, and mass transfer and conversion in bio"lms , 2000 .

[66]  P.A.C. Bonné,et al.  RO treatment: selection of a pretreatment scheme based on fouling characteristics and operating conditions based on environmental impact , 2000 .

[67]  H. Flemming,et al.  Biocide-free antifouling strategy to protect RO membranes from biofouling , 1998 .

[68]  Harry F. Ridgway,et al.  Bacterial Adhesion and Fouling of Reverse Osmosis Membranes , 1985 .

[69]  Wen-Tso Liu,et al.  Community structure analysis of reverse osmosis membrane biofilms and the significance of Rhizobiales bacteria in biofouling. , 2007, Environmental science & technology.

[70]  William G. Characklis,et al.  Attached microbial growths—II. Frictional resistance due to microbial slimes , 1973 .

[71]  H. Winters,et al.  In-plant microfouling in desalination , 1979 .

[72]  Anthony G. Fane,et al.  The effect of imposed flux on biofouling in reverse osmosis: Role of concentration polarisation and biofilm enhanced osmotic pressure phenomena , 2008 .

[73]  Laurance D. Hall,et al.  Magnetic resonance imaging of the filtration process , 2000 .

[74]  J.L.C. Santos,et al.  Investigation of flow patterns and mass transfer in membrane module channels filled with flow-aligned spacers using computational fluid dynamics (CFD) , 2007 .

[75]  Johannes S. Vrouwenvelder,et al.  Periodic air/water cleaning for control of biofouling in spiral wound membrane elements , 2007 .

[76]  Johannes S. Vrouwenvelder,et al.  The Membrane Fouling Simulator: A practical tool for fouling prediction and control , 2006 .

[77]  Z Lewandowski,et al.  Structural deformation of bacterial biofilms caused by short-term fluctuations in fluid shear: an in situ investigation of biofilm rheology. , 1999, Biotechnology and bioengineering.

[78]  P. Martikainen,et al.  The Microbial Community Structure of Drinking Water Biofilms Can Be Affected by Phosphorus Availability , 2002, Applied and Environmental Microbiology.

[79]  Hans-Curt Flemming,et al.  Biofouling—the Achilles heel of membrane processes☆ , 1997 .

[80]  L. Y. Dudley,et al.  Biofouling in membrane systems — A review☆ , 1998 .

[81]  J. W. Maurits La Rivière,et al.  Threats to the World's Water. , 1989 .

[82]  P. R. Neal,et al.  Estimation of foulant deposition across the leaf of a spiral-wound module☆ , 2002 .

[83]  David F. Fletcher,et al.  Spiral wound modules and spacers - Review and analysis , 2004 .

[84]  H. Heukelekian,et al.  Relation between Food Concentration and Surface for Bacterial Growth , 1940, Journal of bacteriology.

[85]  M. H. Brooks,et al.  Effect of treated-sewage contamination upon bacterial energy charge, adenine nucleotides, and DNA content in a sandy aquifer on Cape Cod , 1993, Applied and environmental microbiology.

[86]  J. M. Pimbley,et al.  Magnetic resonance imaging and modeling of flow in hollow-fiber bioreactors , 1990 .

[87]  H. As,et al.  Study of Transport Phenomena in Chromatographic Columns by Pulsed Field Gradient NMR , 1998 .

[88]  Mark C.M. van Loosdrecht,et al.  A more unifying hypothesis for biofilm structures , 1997 .

[89]  J S Vrouwenvelder,et al.  Phosphate limitation to control biofouling. , 2010, Water research.

[90]  Joo-Hwa Tay,et al.  The essential role of hydrodynamic shear force in the formation of biofilm and granular sludge. , 2002, Water research.

[91]  R. Summers,et al.  Evaluation of nanofiltration pretreatments for flux loss control , 2000 .

[92]  Mutasem El-Fadel,et al.  Desalination in arid regions: merits and concerns , 2005 .

[93]  H. Horn,et al.  Sloughing and limited substrate conditions trigger filamentous growth in heterotrophic biofilms—Measurements in flow-through tube reactor , 2009 .

[94]  A. Verliefde Rejection of organic micropollutants by high pressure membranes (NF/RO) , 2008 .

[95]  S. Ebrahim Cleaning and regeneration of membranes in desalination and wastewater applications: State-of-the-art , 1994 .

[96]  William J. Cosgrove,et al.  World Water Vision: Making Water Everybody's Business , 2000 .

[97]  M. Shakaib,et al.  Study on the effects of spacer geometry in membrane feed channels using three-dimensional computational flow modeling , 2007 .

[98]  P. Servais,et al.  Impacts of pipe materials on densities of fixed bacterial biomass in a drinking water distribution system , 2000 .

[99]  M. Ishikawa,et al.  Influence of phosphorus on biofilm accumulation in drinking water distribution systems , 2004 .

[100]  Charles N. Haas,et al.  Preliminary determination of limiting nutrients for standard plate count organisms in Chicago intake water , 1988 .

[101]  J. Schmitt,et al.  Monitoring of fouling and biofouling in technical systems , 1998 .

[102]  Michèle Prévost,et al.  Suspended bacterial biomass and activity in full-scale drinking water distribution systems: impact of water treatment , 1998 .

[103]  M. England,et al.  What causes southeast Australia's worst droughts? , 2009 .

[104]  Keith Scott,et al.  Model based evaluation of the effect of pH and electrode geometry on microbial fuel cell performance. , 2010, Bioelectrochemistry.

[105]  M. V. van Loosdrecht,et al.  Adhesion and biofilm development on suspended carriers in airlift reactors: hydrodynamic conditions versus surface characteristics. , 1997, Biotechnology and bioengineering.

[106]  F. De Gregorio,et al.  A numerical and experimental study of , 2008 .

[107]  Irwin H. Suffet,et al.  Enhanced oxidation of polyamide membranes using monochloramine and ferrous iron , 2005 .

[108]  C. Cabassud,et al.  How slug flow can improve ultrafiltration flux in organic hollow fibres , 1997 .

[109]  Robert W. Field,et al.  Critical and sustainable fluxes: Theory, experiments and applications , 2006 .

[110]  M C M van Loosdrecht,et al.  Quantitative biofouling diagnosis in full scale nanofiltration and reverse osmosis installations. , 2008, Water research.

[111]  Johannes S. Vrouwenvelder,et al.  Sensitive pressure drop measurements of individual lead membrane elements for accurate early biofouling detection , 2009 .

[112]  C. Hellinga,et al.  Production of extracellular inulinase in high-cell-density fed-batch cultures of Kluyveromyces marxianus , 1994, Applied Microbiology and Biotechnology.

[113]  P. Martikainen,et al.  Changes in content of microbially available phosphorus, assimilable organic carbon and microbial growth potential during drinking water treatment processes. , 2002, Water research.

[114]  J. Pronk,et al.  Use of chemostat data for modelling extracellular-inulinase production by Kluyveromyces marxianus in a high-cell-density fed-batch process , 1995 .

[115]  M. Ghannoum,et al.  Fusarium and Candida albicans Biofilms on Soft Contact Lenses: Model Development, Influence of Lens Type, and Susceptibility to Lens Care Solutions , 2007, Antimicrobial Agents and Chemotherapy.

[116]  W. Sand,et al.  Evaluation of biocide efficacy by microcalorimetric determination of microbial activity in biofilms. , 1998 .

[117]  Abdul Latif Ahmad,et al.  Impact of different spacer filaments geometries on 2D unsteady hydrodynamics and concentration polarization in spiral wound membrane channel , 2006 .

[118]  Cong-jie Gao,et al.  Study on a novel polyamide-urea reverse osmosis composite membrane (ICIC-MPD): II. Analysis of membrane antifouling performance , 2006 .

[119]  J. Bryers Biofilms II : process analysis and applications , 2000 .

[120]  Ken Darcovich,et al.  Turbulent transport in membrane modules by CFD simulation in two dimensions , 1995 .

[121]  C. Tucker,et al.  Detection of the 13CO J = 6→ 5 transition in the Starburst Galaxy NGC 253 , 2008, 0810.4514.

[122]  D. Kooij,et al.  Diagnosis, prediction and prevention of biofouling of NF and RO membranes , 2001 .

[123]  Johannes S. Vrouwenvelder,et al.  The Membrane Fouling Simulator as a new tool for biofouling control of spiral-wound membranes , 2007 .

[124]  M. Abdel-Jawad,et al.  Fifteen years of R&D program in seawater desalination at KISR part I. Pretreatment technologies for RO systems , 2001 .

[125]  Cristian Picioreanu,et al.  Particle-Based Multidimensional Multispecies Biofilm Model , 2004, Applied and Environmental Microbiology.

[126]  S. Bricker,et al.  Nutrients in coastal waters: A chronology and synopsis of research , 1996 .

[127]  H. Horn,et al.  Application of two component biodegradable carriers in a particle-fixed biofilm airlift suspension reactor: development and structure of biofilms , 2009, Bioprocess and biosystems engineering.

[128]  Pierre Aimar,et al.  Model for colloidal fouling of membranes , 1995 .

[129]  Abdul Latif Ahmad,et al.  Impact of different spacer filament geometries on concentration polarization control in narrow membrane channel , 2005 .

[130]  D. Beer,et al.  Flowing biofilms as a transport mechanism for biomass through porous media under laminar and turbulent conditions in a laboratory reactor system , 2005, Biofouling.

[131]  R. Field,et al.  Critical flux concept for microfiltration fouling , 1995 .

[132]  Dianne E. Wiley,et al.  Numerical study of mass transfer in three-dimensional spacer-filled narrow channels with steady flow , 2007 .

[133]  Antonio Pulido-Bosch,et al.  Hydrological implications of desertification in southeastern Spain / Implications hydrologiques de la désertification dans le sud-est de l'Espagne , 2007 .

[134]  P. Stewart,et al.  Pretreatment for membrane water treatment systems: a laboratory study. , 2003, Water research.

[135]  R. Lovitt,et al.  Fouling strategies and the cleaning system of NF membranes and factors affecting cleaning efficiency , 2007 .

[136]  Joseph A. Schufle Saline Water Conversion-II (Gould, Robert F.) , 1964 .

[137]  William G. Characklis,et al.  Biofilms and bacterial drinking water quality , 1989 .

[138]  Johan van Groenestijn,et al.  Biofouling control in reverse osmosis membranes using rapid biofiltration technology , 2006 .

[139]  J. Ringelberg,et al.  A study of phosphate limitation in Lake Maarsseveen: phosphate uptake kinetics versus bioassays , 1989, Hydrobiologia.

[140]  J. Leblond,et al.  Pulsed field gradient NMR measurements of probability distribution of displacement under flow in sphere packings. , 1996, Magnetic resonance imaging.

[141]  J. Kruithof,et al.  Monitoring and control of biofouling in nanofiltration and reverse osmosis membranes , 2008 .

[142]  S. Gerchakov,et al.  Influence of Substrate Composition on Marine Microfouling , 1979, Applied and environmental microbiology.

[143]  D. Kooij,et al.  Air/water cleaning for biofouling control in spiral wound membrane elements , 2007 .

[144]  B. C. Hoskins,et al.  Selective imaging of biofilms in porous media by NMR relaxation. , 1999, Journal of magnetic resonance.

[145]  Robin Gerlach,et al.  Anomalous fluid transport in porous media induced by biofilm growth. , 2004, Physical review letters.

[146]  F. Volke,et al.  Measuring local flow velocities and biofilm structure in biofilm systems with Magnetic Resonance Imaging (MRI) , 2003, Biotechnology and bioengineering.

[147]  Chettiyappan Visvanathan,et al.  Pretreatment of seawater for biodegradable organic content removal using membrane bioreactor , 2003 .

[148]  M. Shakaib,et al.  CFD modeling for flow and mass transfer in spacer-obstructed membrane feed channels , 2009 .

[149]  G. Oron,et al.  Influence of biofouling on boron removal by nanofiltration and reverse osmosis membranes , 2008 .

[150]  Gatze Lettinga,et al.  Phosphorus requirement in high rate anaerobic wastewater treatment. , 1993 .

[151]  F. Smith,et al.  COLORIMETRIC METHOD FOR DETER-MINATION OF SUGAR AND RELATED SUBSTANCE , 1956 .

[152]  James M. Pope,et al.  Non-invasive observation of flow profiles and polarisation layers in hollow fibre membrane filtration modules using NMR micro-imaging , 1995 .

[153]  B. Peyton Effects of shear stress and substrate loading rate on Pseudomonas aeruginosa biofilm thickness and density , 1996 .

[154]  Vivek V. Ranade,et al.  Comparison of flow structures in spacer-filled flat and annular channels⁎ , 2006 .

[155]  K. W. Böddeker Commentary: Tracing membrane science , 1995 .

[156]  M. V. van Loosdrecht,et al.  Molecular Characterization of the Bacterial Communities in the Different Compartments of a Full-Scale Reverse-Osmosis Water Purification Plant , 2008, Applied and Environmental Microbiology.

[157]  P. Stoodley,et al.  Biofilm Structure, Behavior, and Hydrodynamics , 2004 .

[158]  J. Costerton,et al.  Bacterial biofilms in nature and disease. , 1987, Annual review of microbiology.

[159]  James E. Miller,et al.  Review of Water Resources and Desalination Technologies , 2003 .

[160]  J J Heijnen,et al.  Mathematical modeling of biofilm structure with a hybrid differential-discrete cellular automaton approach. , 1998, Biotechnology and bioengineering.

[161]  Brian Roffel,et al.  Evaluation of different cleaning agents used for cleaning ultra filtration membranes fouled by surface water , 2007 .

[162]  Robin Gerlach,et al.  Magnetic resonance microscopy of biofouling induced scale dependent transport in porous media , 2007 .

[163]  Johannes S. Vrouwenvelder,et al.  Tools for fouling diagnosis of NF and RO membranes and assessment of the fouling potential of feed water , 2003 .

[164]  Y. Kamiyama,et al.  Analysis of RO elements operated at more than 80 plants in Japan , 1994 .

[165]  Satish Kumar,et al.  Predicting the effect of membrane spacers on mass transfer , 2008 .

[166]  R. Baker Membrane Technology and Applications , 1999 .

[167]  Lianfa Song,et al.  The development of membrane fouling in full-scale RO processes , 2004 .

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

[169]  B. Olson,et al.  Evaluation of Cleaning Strategies for Removal of Biofilms from Reverse-Osmosis Membranes , 1984, Applied and environmental microbiology.

[170]  L. Disalvo,et al.  Control of an estuarine microfouling sequence on optical surfaces using low-intensity ultraviolet irradiation. , 1974, Applied microbiology.

[171]  M. V. van Loosdrecht,et al.  The membrane fouling simulator: a suitable tool for prediction and characterisation of membrane fouling. , 2007, Water science and technology : a journal of the International Association on Water Pollution Research.

[172]  Mogens Henze,et al.  Activated sludge models ASM1, ASM2, ASM2d and ASM3 , 2015 .

[173]  A. Rogers Molecular oral microbiology , 2008 .

[174]  M. V. van Loosdrecht,et al.  Influence of interfaces on microbial activity. , 1990, Microbiological reviews.

[175]  J. Pruckler,et al.  Role of biofilms in the survival of Legionella pneumophila in a model potable-water system. , 2001, Microbiology.

[176]  A. Magic-Knezev,et al.  Optimisation and significance of ATP analysis for measuring active biomass in granular activated carbon filters used in water treatment. , 2004, Water research.

[177]  C. Robertson,et al.  Hydraulic Permeability of Immobilized Bacterial Cell Aggregates , 1991, Applied and environmental microbiology.

[178]  B H Olson,et al.  Microbial fouling of reverse-osmosis membranes used in advanced wastewater treatment technology: chemical, bacteriological, and ultrastructural analyses , 1983, Applied and environmental microbiology.

[179]  C. E. Zobell The Effect of Solid Surfaces upon Bacterial Activity , 1943, Journal of bacteriology.

[180]  Julius Glater,et al.  The early history of reverse osmosis membrane development , 1998 .

[181]  P. Martikainen,et al.  A New Sensitive Bioassay for Determination of Microbially Available Phosphorus in Water , 1999, Applied and Environmental Microbiology.

[182]  P. Blomqvist,et al.  Bioassay for phosphate demand in phytoplankton from acidified lakes: Lake Njupfatet, an example of phosphate deficiency induced by liming , 1992, Hydrobiologia.

[183]  D. Scavia,et al.  Bacterioplankton in Lake Michigan: Dynamics, controls, and significance to carbon flux1 , 1987 .

[184]  J. Georgiadis,et al.  Science and technology for water purification in the coming decades , 2008, Nature.

[185]  B Robey,et al.  Solutions for a water-short world. , 1998, Population reports. Series M, Special topics.

[186]  M. V. van Loosdrecht,et al.  Pressure drop increase by biofilm accumulation in spiral wound RO and NF membrane systems: role of substrate concentration, flow velocity, substrate load and flow direction , 2009, Biofouling.

[187]  William B. Suratt,et al.  Biofouling of PVD-1 reverse osmosis elements in the water treatment plant of the City of Dunedin, Florida , 1995 .

[188]  Johannes S. Vrouwenvelder,et al.  Nuclear magnetic resonance microscopy studies of membrane biofouling , 2008 .

[189]  J J Heijnen,et al.  Effect of diffusive and convective substrate transport on biofilm structure formation: a two-dimensional modeling study. , 2000, Biotechnology and bioengineering.

[190]  T. P. Gloria,et al.  Environmental science and technology , 2006 .

[191]  E. Geldreich,et al.  A new medium for the enumeration and subculture of bacteria from potable water , 1985, Applied and environmental microbiology.

[192]  K. J. Packer,et al.  The characterization of fluid transport in a porous solid by pulsed gradient stimulated echo NMR , 1996 .

[193]  H. As,et al.  Stagnant Mobile Phase Mass Transfer in Chromatographic Media: Intraparticle Diffusion and Exchange Kinetics , 1999 .

[194]  H. Flemming Mechanistic aspects of reverse osmosis membrane biofouling and prevention. , 1993 .

[195]  J. E. Tanner,et al.  Spin diffusion measurements : spin echoes in the presence of a time-dependent field gradient , 1965 .

[196]  Alkiviades C. Payatakes,et al.  Hierarchical simulator of biofilm growth and dynamics in granular porous materials , 2007 .

[197]  M. Lechevallier,et al.  Examination and characterization of distribution system biofilms , 1987, Applied and environmental microbiology.

[198]  H. Ridgway,et al.  Adhesion of a Mycobacterium sp. to cellulose diacetate membranes used in reverse osmosis , 1984, Applied and environmental microbiology.

[199]  Mark W. LeChevallier,et al.  Coliform Regrowth in Drinking Water: A Review , 1990 .

[200]  A. Sathasivan,et al.  Application of new bacterial regrowth potential method for water distribution system – a clear evidence of phosphorus limitation , 1999 .

[201]  J. V. Dijk,et al.  Water Quality 21 research programme for water supplies in The Netherlands , 2004 .

[202]  Mei-Ling Chong,et al.  Community structure of microbial biofilms associated with membrane-based water purification processes as revealed using a polyphasic approach , 2004, Applied Microbiology and Biotechnology.

[203]  M. Elimelech,et al.  Physiology and genetic traits of reverse osmosis membrane biofilms: a case study with Pseudomonas aeruginosa , 2008, The ISME Journal.

[204]  O. H. Lowry,et al.  Protein measurement with the Folin phenol reagent. , 1951, The Journal of biological chemistry.

[205]  L. Rietveld,et al.  Nitrification in rapid sand filter:Phosphate limitation at low temperatures , 2002 .

[206]  G. Amy,et al.  Phosphate limitation in reverse osmosis: An option to control biofouling? , 2009 .

[207]  Paul J. Harrison,et al.  Phosphate limitation in estuarine and coastal waters of China , 1990 .

[208]  Eric M.V. Hoek,et al.  Modeling the impacts of feed spacer geometry on reverse osmosis and nanofiltration processes , 2009 .

[209]  J. Heijnen,et al.  Aerobic granulation in a sequencing batch reactor , 1999 .

[210]  Jost Wingender,et al.  Microbial extracellular polymeric substances : characterization, structure, and function , 1999 .

[211]  Dirk van der Kooij,et al.  Determining the concentration of easily assimilable organic carbon in drinking water , 1982 .

[212]  P. Martikainen,et al.  Phosphorus and bacterial growth in drinking water , 1997, Applied and environmental microbiology.

[213]  S. G. Yiantsios,et al.  Direct numerical simulation of flow in spacer-filled channels: Effect of spacer geometrical characteristics , 2007 .

[214]  Johannes S. Vrouwenvelder,et al.  Biofouling in spiral wound membrane systems: Three-dimensional CFD model based evaluation of experimental data , 2010 .

[215]  P. Lens,et al.  Use of 1H NMR to study transport processes in porous biosystems , 2001, Journal of Industrial Microbiology and Biotechnology.

[216]  M. Loosdrecht,et al.  Three‐dimensional simulations of biofilm growth in porous media , 2009 .

[217]  Harald Horn,et al.  Influence of growth conditions on biofilm development and mass transfer at the bulk/biofilm interface. , 2002, Water research.

[218]  H. As,et al.  1H NMR characterisation of the diffusional properties of methanogenic granular sludge , 1999 .

[219]  T. Carpenter,et al.  Study of flow and hydrodynamic dispersion in a porous medium using pulsed–field–gradient magnetic resonance , 1997, Proceedings of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences.

[220]  J. Hofman,et al.  Biofouling of membranes for drinking water production , 1998 .

[221]  H C Flemming,et al.  Role and levels of real-time monitoring for successful anti-fouling strategies--an overview. , 2003, Water science and technology : a journal of the International Association on Water Pollution Research.

[222]  C. Cabassud,et al.  Air sparging for flux enhancement in nanofiltration membranes: application to O/W stabilised and non-stabilised emulsions , 2002 .

[223]  P. Martikainen,et al.  Formation of biofilms in drinking water distribution networks, a case study in two cities in Finland and Latvia , 2004, Journal of Industrial Microbiology and Biotechnology.

[224]  W. Nishijima,et al.  Improvement of biodegradation of organic substance by addition of phosphorus in biological activated carbon , 1997 .

[225]  William A. Maher,et al.  Procedures for the storage and digestion of natural waters for the determination of filterable reactive phosphorus, total filterable phosphorus and total phosphorus , 1998 .

[226]  David F. Fletcher,et al.  Simulation of the Flow around Spacer Filaments between Channel Walls. 2. Mass-Transfer Enhancement , 2002 .

[227]  Tara Toolan,et al.  Inorganic Phosphorus Stimulation of Bacterioplankton Production in a Meso-Eutrophic Lake , 1991, Applied and environmental microbiology.

[228]  Dianne E. Wiley,et al.  CFD simulations of net-type turbulence promoters in a narrow channel , 2001 .

[229]  Viriato Semiao,et al.  Flow management in nanofiltration spiral wound modules with ladder-type spacers , 2002 .

[230]  Raphael Semiat,et al.  Investigation of flow next to membrane walls , 2005 .

[231]  A. B. de Haan,et al.  Optimization of commercial net spacers in spiral wound membrane modules , 2002 .

[232]  H. Holtan,et al.  Phosphorus in soil, water and sediment: an overview , 1988 .

[233]  Vivek V. Ranade,et al.  Fluid dynamics of spacer filled rectangular and curvilinear channels , 2006 .

[234]  F. Mcdonough,et al.  SANITATION OF REVERSE OSMOSIS/ULTRAFILTRATION EQUIPMENT , 1972 .

[235]  W. Ng,et al.  Biofiltration pretreatment for reverse osmosis (RO) membrane in a water reclamation system. , 2005, Chemosphere.

[236]  Dianne E. Wiley,et al.  Numerical study of two-dimensional multi-layer spacer designs for minimum drag and maximum mass transfer , 2008 .

[237]  Christopher Bellona,et al.  Effect of membrane fouling on transport of organic contaminants in NF/RO membrane applications , 2006 .

[238]  Johannes S. Vrouwenvelder,et al.  Drinking water treatment in The Netherlands: outstanding and still ambitious , 2004 .

[239]  P. Martikainen,et al.  Survival of Mycobacterium avium in Drinking Water Biofilms as Affected by Water Flow Velocity, Availability of Phosphorus, and Temperature , 2007, Applied and Environmental Microbiology.

[240]  Hans-Curt Flemming,et al.  Reverse osmosis membrane biofouling , 1997 .

[241]  D. Kooij Assimilable Organic Carbon as an Indicator of Bacterial Regrowth , 1992 .

[242]  Zahid Amjad,et al.  Reverse osmosis : membrane technology, water chemistry & industrial applications , 1993 .

[243]  J. C. Joret,et al.  Biodegradable Dissolved Organic Carbon (BDOC) Content of Drinking Water and Potential Regrowth of Bacteria , 1991 .

[244]  Cory J. Rupp,et al.  Biofilm material properties as related to shear-induced deformation and detachment phenomena , 2002, Journal of Industrial Microbiology and Biotechnology.