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Faculty of Bioscience Engineering
Academic year 2012 – 2013
Role of charge effects
during membrane filtration
Nguyen Phuong Tu
Promotors : Prof. Dr. Ir. Paul Van der Meeren
Prof. Dr. Ir. Arne Verliefde
Tutor :Ir. Arnout D’Haese
Master’s dissertation submitted in partial fulfillment of the
requirements for the degree of
Master in Environmental Sanitation
COPYRIGHT
‘The author and the promoters authorize consultation and partial reproduction of this thesis
for personal use. Any other reproduction or use is subject to copyright protection. Citation
should clearly mention the reference of this work.’
‘De auteur en de promoters geven toelating deze thesis voor consultatie beschikbaar te stellen
en delen ervan te kopieren voor persoonlijk gebruik. Elke ander gebruik valt onder de
beperkingen van het auteursrecht, in het bijzonder met betrekking tot de verplichting de bron
te vermelden bij het aanhalen van resultaten uit deze scriptie.’
Gent, August 2013
The promoters
De promotoren
Prof. Dr. Ir. Paul Van der Meeren
Prof. Dr. Ir. Arne Verliefde
The author
De auteur
Nguyen Phuong Tu
i
ACKNOWLEDGEMENTS
I wish to express my deepest gratitude to, first and foremost, my promoter Prof. Dr. Ir.
Paul Van der Meeren for giving me the opportunity to work in the Laboratory of the
Department of Applied Analytical and Physical Chemistry and guiding my thesis, for his
patient in correcting, giving the useful comments and explanation to complete my
experiments and thesis manuscript. Without his persistent help, this dissertation would not
have been possible.
My sincere thanks also go to my co-promoter Prof. Dr. Ir. Arne Veliefde for his support for
my work in the laboratory. His enthusiasm in instruction and discussion of the results of
filtration experiments encouraged me so much to finish my experiments in the last weeks
of work. He is also the first person that led me to the interest in membrane through the
course of Analysis and Abatement of Water Pollution.
I am most grateful to my tutor Arnout D’Haese for his kindness, friendly assistance during
the whole thesis process, especially at the beginning of my lab work. Also I thank to Eric
Gillis, Quenton Denon, all other staffs and colleagues in the lab for their professional
information and warmly instruction.
In addition, I am thankful to Prof. M. Van der Heede, Prof. Peter Goethals, Coordinators of
Centre for Environmental Sanitation for their help in both academic and personal issues
throughout two years of my master course.
Special thanks to Belgian Technical Cooperation (BTC) for their financial support for my
studying, I cannot forget the aids that they gave to me when I first time came to Belgium.
The most lovely thanks, I would like to give to my family, my friends, especially, my
husband and my son who are always beside me, bring me the meaningful and colorful life.
Finally, I wish to thank to Belgium with very nice people, thank to the IC train between
Liege and Gent which has really become my “close friend” for two years. For that, I thank
all of them.
Nguyen Phuong Tu
August, 2013
ii
LIST OF ABBREVIATIONS AND SYMBOLS
ABBREVIATIONS DESCRIPTION
DI water Deionized water
EDL Electrical double layer
IEP Isoelectric point
MWCO Molecular weight cut-off
NF Nanofiltration
UF Ultrafiltration
RO Reverse Osmosis
SP Streaming potential
SPC Streaming potential coefficient
TMP Transmembrane pressure
ULPRO Ultra-low pressure reverse osmosis
LATIN SYMBOLS DESCRIPTION
ci Molar concentration of ion (mol/l)
Cp,i Permeate concentration of uncharged solute (mM)
Cb,i Feed concentration of uncharged solute (mM)
Cm Charged solute concentration at membrane surface (mM)
Cb Charged solute concentration at bulk fluid (mM)
e Electron charge (1.602x10-19C)
F Faraday’s constant (96487 Cmol-1)
I Ionic strength (mol/l)
k Boltzmann constant (1.38x10-23 JK-1)
logKow Logarithm of the octanol-water partitioning coefficient (-)
pKa Logarithm of the acid dissociation constant (-)
pKb Logarithm of the base dissociation constant (-)
R Universal gas constant (8.3145 J.mol-1K-1)
Runcharge Rejection of uncharged solute (-)
T Absolute temperature
Zm Ionic valence (-)
z Charge number (-)
iii
V Membrane potential (V)
∆Gsurf Surface affinity for the solute
∆Gsolv Solvent affinity for the solute
∆Gads Free energy of adsorption
ΔE Streaming potential (V)
ΔP Applied pressure (N/m2)
GREEK LETTERS DESCRIPTION
βcharge Charge concentration polarization (-)
ε0 Permitivity of free space (8.854 x 10-12 F/m)
εr Dielectric constant for the streaming solution (-)
ζ Zeta potential (V)
η Viscosity of the streaming solution (Pa.s)
κ-1 Debye length (m)
λ0 System conductivity (S/m)
σe Surface charge density (Cm-2)
iv
TABLE OF CONTENTS
Chapter 1 INTRODUCTION ............................................................................................. 1
1.1 Background ................................................................................................................... 1
1.2 Goal of the thesis .......................................................................................................... 2
Chapter 2 LITERATURE REVIEW .................................................................................. 3
2.1 Overview of membrane ................................................................................................ 3
2.1.1 Introduction of membrane technology ............................................................... 3
2.1.2 Nanofiltration membrane .................................................................................... 4
2.2 Role of charge effects during membrane process ......................................................... 5
2.2.1 The role of membrane charge on the retention of ionic solutes ......................... 5
2.2.2 Effects of solute charge on the retention of ionic solutes ................................... 6
2.3 Parameters affecting charge .......................................................................................... 8
2.3.1 Parameters affecting the membrane charge ........................................................ 8
2.3.2 Parameters affecting the solute charge ............................................................. 13
2.3.3 Interaction between charged membrane and charged solutes ........................... 15
2.4 Measurements and equations to be used ..................................................................... 15
2.4.1 Measurement of charge properties ................................................................... 15
2.4.2 Measurement of the rejection of charged organic solute .................................. 20
Chapter 3 MATERIALS AND METHODS ..................................................................... 22
3.1 Materials ..................................................................................................................... 22
3.1.1 Membrane ......................................................................................................... 22
3.1.2 Chemicals ......................................................................................................... 23
3.1.3 Other equipment ............................................................................................... 24
3.2 Measurement method .................................................................................................. 24
3.2.1 Tangential streaming potential procedure ........................................................ 24
3.2.2 Membrane filtration procedure ......................................................................... 31
Chapter 4 RESULTS AND DISCUSSION ...................................................................... 35
v
4.1 Streaming potential, zeta potential and membrane surface charge density ................ 35
4.1.1 Tangential streaming potential measurement on the surface membrane .......... 35
4.1.2 Calculation of zeta potential ............................................................................. 37
4.1.3 Calculation of membrane surface charge density ............................................. 38
4.1.4 Limitation of streaming potential and zeta potential determination ................. 38
4.2 Influence of parameters .............................................................................................. 39
4.2.1 Influence of the pressure drop on streaming potential ..................................... 39
4.2.2 Influence of the ionic strength on membrane charge ....................................... 40
4.2.3 Influence of the adsorption of charged particles on the membrane charge ...... 43
4.2.4 Influence of pH on the membrane charge ........................................................ 45
4.2.5 Influence of electrolyte type on the membrane charge ..................................... 47
4.2.6 Influence of flow rate on streaming potential ................................................... 48
4.2.7 Rejection of pharmaceuticals as a function of pH ............................................ 49
Chapter 5 CONCLUSIONS AND RECOMMENDATIONS ........................................ 54
5.1 Conclusions ................................................................................................................. 54
5.2 Recommendations for future works ............................................................................ 55
vi
LIST OF TABLES
Table 2-1: Retentions for four different salts for the nanofiltration membrane with the
effective membrane pore radius of 1nm at the feed concentration of 50 mol.m-3 (Schaep et
al., 2001) ................................................................................................................................ 7
Table 3-1: Characteristics of membrane given by manufacturer ........................................ 22
Table 3-2: Electric conductivity and pH of solutions at (25 ± 2) 0C .................................. 27
Table 3-3: Electric conductivity and pH of solutions at 25 ± 20C ...................................... 29
Table 3-4: Electric conductivity and pH of solutions at 25 ± 20C ...................................... 30
Table 4-1: The zeta potential values (expressed in mV) as a function of KCl concentration
at different pressure drops ................................................................................................... 37
Table 4-2: The streaming potential values (expressed in mV) as a function of KCl
concentration at different pressure drops. ............................................................................ 40
Table 4-3: Streaming potential coefficient, zeta potential and surface charge density of NF-
270 membrane for electrolyte solutions at different pressure drops ................................... 43
Table 4-4: Streaming potential and zeta-potential for a NF-270 membrane measured with
various electrolyte solutions at pressure drop of 0.3 bar ..................................................... 44
Table 4-5: Streaming potentials, zeta potentials and surface charge density of NF-270
membrane as a function of different electrolyte solutions at applied pressure of 0.2 bar ... 47
Table 4-6: The streaming potential values measured for a NF-270 membrane with different
flow rate of 2 mM KCl solution at 0.2 bar .......................................................................... 48
Table 4-7: pH and sodium salicylate concentration (expressed in mM) obtained after four
filtration experiments with NF-270 membrane. The feed solution contained 5 mM KCl and
0.5 mM sodium salicylate .................................................................................................... 50
Table 4-8: Rejection values of sodium salicylate as a function of feed solution pH with
NF-270 membranes ............................................................................................................. 51
Table 4-9: Some physico-chemical characteristics of sodium salicylate (Log Kow = 1.5 and
pKa = 3) ................................................................................................................................ 53
vii
LIST OF FIGURES
Figure 2-1: Schematic representation of the separation possibility of nanofiltration membrane (Boussu, 2007) ..................................................................................................... 4 Figure 2-2: Effect of solute type on the separation dependency on pH (Xu and Lebrun, 1999) ...................................................................................................................................... 8 Figure 2-3: Zeta potential of NTR-729 membrane dependent on pH in simple electrolyte solution. The legend in the figure shows the different concentrations of NaCl solution (expressed in mM) (Tay et al., 2002) .................................................................................. 10 Figure 2-4: Surface charge density of NTR-729 membrane dependent on pH in simple electrolyte solution. The legend in the figure shows the concentration of NaCl solution (expressed in mM) (Tay et al., 2002) .................................................................................. 10 Figure 2-5: Zeta potential values for the NFT50 membrane in the pH range 4.0 - 8.3 in the presence of monovalent cation K+ and divalent cations Ca2+ and Mg2+ (Teixeira et al., 2005). ................................................................................................................................... 11 Figure 2-6: Effective charge density as a function of the salt concentration for the CA 30 membrane (Schaep et al., 2001). ......................................................................................... 12 Figure 2-7: Rejection of organic acids with Trisep TS80 in Milli-Q as a function of molecular weight and feed water pH (Verliefde et al., 2008). ............................................ 13 Figure 2-8: Effect of pH on the rejection of organic compounds using NTR-729HF membrane (Kim et al., 2006) ............................................................................................... 14 Figure 2-9: Schematic presentation of possible charge distribution at a membrane-aqueous solution interface. (1) EDL model of membrane; (2) simplified EDL of membrane (Tay et al., 2002) .............................................................................................................................. 17 Figure 2-10: Schematic representation of the development of the streaming potential at the solid/liquid interface along a membrane pore under pressure driven liquid flow (Mockel et al., 1998). ............................................................................................................................. 19 Figure 2-11: Schematic diagram of the experimental set-up to measure the streaming potential: 1 – Electrolyte solution. 2- Pump. 3- Measuring cell.4- Upper membrane.5- Pt electrode. 6- Lower membrane. 7- Potential difference measurement (Tay et al., 2002) ... 20 Figure 2-12: Concentration profiles for positively (+), negatively (-) and uncharged (0) solutes in the vicinity of a negatively charged membrane surface (Verliefde, 2008) ......... 21 Figure 3-1: Chemical structure of the crosslinked aromatic polyamide top layer (NF-270) (Boussu, 2007) ..................................................................................................................... 23 Figure 3-2: Schematic illustration of the streaming potential system (Peeters et al., 1999) ............................................................................................................................................. 25
viii
Figure 3-3: Schematic representation of the streaming potential measurement with KCl solution ................................................................................................................................ 26 Figure 3-4: Schematic representation of the streaming potential measurement with KCl and KCl + Al2O3 solutions .................................................................................................. 29 Figure 3-5: Maximum absorption peak in UV spectrum for a 0.5 mM sodium salicylate solution measured at pH 3, 4, 6.5 and 10 between wavelengths ranging from 200 to 500 nm ............................................................................................................................................. 32 Figure 3-6: Calibration curve for sodium salicylate at pH 3, 4, 6.5 and 10 at ambient temperature. The UV absorbance was integrated within the wavelength range from 200 nm to 500 nm ............................................................................................................................. 32 Figure 3-7: Nanofiltration set-up for rejection experiments of sodium salicylate solution with NF-270 membrane ....................................................................................................... 33 Figure 4-1: Electrical potential over the NF-270 membrane at a pressure drop of 0.2 bar with a 2 mM KCl solution at room temperature. ................................................................. 36 Figure 4-2: Electrical potential difference over the NF-270 membrane at a pressure drop of 0.3 bar with a 5 mM NaOH solution at room temperature. ................................................. 37 Figure 4-3: Electrical potential over the NF-270 membrane at a pressure drop of 0.2 bar with a 2 mM acetic acid (C2H4O2) solution at room temperature. ...................................... 38 Figure 4-4: Streaming potential for a NF-270 membrane measured with 2 mM KCl solution at different pressure drops of 0.15, 0.2 and 0.3 bar ............................................... 40 Figure 4-5: Streaming potential values for NF-270 membrane as a function of applied pressure for different KCl solution concentrations .............................................................. 41 Figure 4-6: Zeta potential for a NF-270 membrane as a function KCl solution concentrations ...................................................................................................................... 42 Figure 4-7: Representation of the structure of piperazine (a), protonated piperazine (b), carboxy (c) and deprotonated carboxyl (d) .......................................................................... 46 Figure 4-8: Zeta potential for NF-270 membrane as a function of pH with 2 mM acetic acid (C2H4O2), 1 mM acetic acid (C2H4O2) + 1 mM sodium acetate (C2H3NaO2), 2 mM sodium acetate (C2H3NaO2), and 2 mM sodium hydroxide (NaOH) .................................. 46 Figure 4-9: Permeate flux as function of time with sodium salicylate for NF-270 membrane ............................................................................................................................ 50 Figure 4-10: Rejection of sodium salicylate as a function of feed solution pH with NF-270 membrane ................................................................................................................................
ix
ABSTRACT
In this dissertation, the charged solute rejection of a thin-film composite polyamide
nanofiltration membrane and its relation to membrane surface charge characteristics were
investigated. Efficient removal of ionic solutes by nanofiltration membranes largely relies
on exclusion by charge effects. On the other hand, the charge properties of the
nanofiltration membrane surface may become affected by solute sorption, pH of electrolyte
solutions. Streaming potential measurements of negatively charged NF-270 nanofiltration
membranes were carried out for several solution chemistries, including the inorganic
solutes KCl, NaOH, CaCl2 as well as FeCl3. In addition, their filtration performance was
investigated as a function of pH using sodium salicylate.
Tangential streaming potential measurements were conducted to investigate the alteration
of the membrane charge value under the influence of pH, ionic strength and solute type.
This alteration was investigated through the consideration of zeta potentials that could be
calculated using streaming potential values. The experimental results reported that the zeta
potential decreased when increasing the solute ionic strength and became more negative by
increasing the pH. With these experiments the iso-electric point (IEP) of NF-270
membranes was obtained simultaneously. The determination of zeta potentials also
demonstrates the implications of adsorption of ions and charged particles on the membrane
surface charge.
A filtration experiment with sodium salicylate was performed to examine the effect of
electrostatic interaction between the charged membrane and charged pharmaceuticals. The
results obviously demonstrate the significant effects of electrostatic interaction on the
retention of charged organic solute by NF membranes. In addition, the significant role of
pH during the membrane process was also revealed in this study.
Introduction
Role of charge effects during membrane filtration 1
Chapter 1 INTRODUCTION Equation Chapter (Next) Section 1
1.1 Background
The development of high performance and innovative processes is crucial for a sustainable
industrial growth. Membrane science and technology is expected to play an increasingly
important role in the future for various industrial sectors because of its numerous
advantages compared to conventional treatment technology; particularly, separations with
membranes have become increasingly important (Boussu, 2007).
The heart of every membrane process is formed by the membrane itself, which can be
considered as a thin film interposed between two fluid phases, the selective permeation
through which is governed by particle or molecular size, chemical affinity to the membrane
material and/or the mobility of the permeating species within the membrane (Van der
Meeren and Verliefde, 2012).
Based on the membrane separation processes, the membranes can be divided into
microfiltration, ultrafiltration, nanofiltration and reverse osmosis membranes. Among of
them, nanofiltration which has been largely developed and commercialized over the past
decade, is one of promising technologies for separation of neutral and charged solutes in
aqueous solutions (Wang et al., 2009). It has two remarkable features: one is the MWCO,
which is intermediate between RO membranes and UF membranes and ranges from 200 to
2000 Da; the other is the separation of electrolytes due to the materials containing charged
groups (Wang et al., 2009). The combination of these two features creates the specific
advantages for nanofiltration membranes. For instance, the charged thin-film composite
membrane can reject ions much smaller than the membrane pore radii (Xu and Lebrun,
1999). In order to increase the advantages of nanofiltration in process applications, it is
important to improve the characteristics of the NF membrane. The ampholytic behavior of
the material is used in the development of NF membranes. If the ampholytic polymer
contains weak basic and/or weak acidic groups, the charge of the membranes is affected by
the pH. Therefore, we can use the ampholytic property of the membrane material to make
it negatively or positively charged or neutral by adjusting the pH value of the solution to be
treated (Xu and Lebrun, 1999).
Introduction
Role of charge effects during membrane filtration 2
1.2 Goal of the thesis
The objective of this study is investigation of charge effect on the nanofiltration membrane
during its performance. NF-270 was chosen as the model membrane because it is the
typical nanofiltration membrane with applications in the drinking water production
(Boussu et al., 2006). Firstly, the behavior of the ampholytic NF-270 membrane was
revealed with measurement of zeta potential in different electrolyte solutions as a function
of pH value, ionic strength and electrolyte type. At the same time, with these experiments,
the dramatic effects of charged solutes, as well as charged particles on the membrane
surface charge through the adsorption mechanism were also considered. On the other hand,
because the membrane is ampholytic and has the charge, inherently, there is electrostatic
interaction between charged solutes and the charged membrane surface, and this
interaction will affect the retention capacity of the nanofiltration membrane. For this
reason, filtration experiments using NF-270 membranes were conducted with sodium
salicylate as the negatively charged form of salicylic acid in the range of tested pH values.
The salt rejection percentage as a function of pH was calculated to determine the effects of
charge interaction on the retention of charged solutes by nanofiltration membranes, in turn,
investigating whether the electrostatic interaction of charged membrane and charged
solutes increases the filtration ability of NF membranes.
Literature Review
Role of charge effects during membrane filtration 3
Chapter 2 LITERATURE REVIEW Equation Chapter (Next) Section 1
2.1 Overview of membrane
2.1.1 Introduction of membrane technology
Membrane operations in the last years have shown their potentialities in the rationalization
of production systems. Their intrinsic characteristics of efficiency, operational simplicity
and flexibility, relatively high selectivity and permeability for the transport of specific
components, low energy requirements, good stability under wide spectrum of operating
conditions, environment compatibility, easy control and scale-up have been confirmed in a
large variety of applications and operations, as molecular separation, fractionation,
concentrations, purifications, clarifications, emulsifications, crystallizations, etc., in both
liquid and gas phases and in wide spectrum of operating parameters such as pH,
temperature, pressure, etc. Therefore, today, membrane science and technology is
considered to consist the basic aspects that satisfy the requirements of process
intensification, which is the most interesting strategy for realizing sustainable growth
(Strathmann et al., 2006, Drioli and Fontananova, 2004).
Membrane technologies, compared to conventional technologies, respond more efficiently
to the requirements of process intensification strategy because they permit drastic
improvements in industrial production, substantially decreasing the equipment-size/
production-capacity ratio, energy consumption, and/or waste production so resulting in
cheaper, sustainable technical solutions (Drioli and Fontananova, 2004).
The limitations still existing today to the large-scale industrial applicability of some
membrane operations can be attributed to their important disadvantages such as membrane
fouling (resulting in a flux decline and possibly deterioration of the separation properties),
low chemical and/or thermal resistance of the membranes, a limited life-time of the
membranes and high cost for installation, operating and maintenance (Van der Meeren and
Verliefde, 2012).
Due to the limitations, membrane engineering is probably still at its infancy (Strathmann et
al., 2006). However, many efforts on new module configuration designs and on the
implementation of more efficient strategies for concentration polarization and fouling
control are showing growing possibilities. A continuous research effort, on fundamental
Literature Review
Role of charge effects during membrane filtration 4
aspects of transport phenomena in the various membrane operations already existing and in
the new ones under investigation, is still necessary (Drioli and Fontananova, 2004).
2.1.2 Nanofiltration membrane
Nanofiltration (NF) is used in a wide range of drinking water, wastewater, and industrial
applications (e.g. water softening, removal of colorants and organic matter) (Szoke et al.,
2003). The NF membranes display separation characteristics in the intermediate range
between reverse osmosis (RO) and ultrafiltration (UF). Compared to RO membranes, NF
membranes have a loose structure and enable higher permeate fluxes and lower operating
pressures. Compared to UF membranes, NF membranes have a tighter structure and are
therefore able to reject small organic molecules having molecular weights as low as 200 to
300 Dalton (Levenstein et al., 1996, Hilal et al., 2003). Another feature of these
membranes is that most of them are electrically charged in aqueous media due to their
materials or adsorption of charged species. Hence, their separation mechanisms involve not
only the ordinary “sieve effect” but also the “charge effect”. Therefore, they can reject
charged solutes of much smaller size than the dimensions of the pores. This charge effect
can be particularly used to remove ions from wastewater, or whey, and also separate ions
according to their ionic valences (Fievet et al., 2002), the rejection of divalent ions is over
97%, whereas monovalent ion rejection is only 20 to 80% (Van der Meeren and Verliefde,
2012). The flux is typically 1000l/m2/day at 5 bar. Most currently used NF membranes are
aliphatic polyamide thin film composite (PA TFC). The largest application of NF is water
softening. Besides, NF may be used to remove organic color compounds and
trihalomethaneprecurors such as humic acids (Van der Meeren and Verliefde, 2012).
Figure 2-1 illustrates the separation capability of nanofiltration processes.
Figure 2-1: Schematic representation of the separation possibility of nanofiltration
membrane (Boussu, 2007)
Literature Review
Role of charge effects during membrane filtration 5
2.2 Role of charge effects during membrane process
The separation mechanism of NF is normally explained in terms of charge and/or size
effects. Transport of uncharged solutes takes place by convection due to a pressure
difference and by diffusion due to a concentration gradient across the membrane. A sieving
mechanism is responsible for the retention of uncharged solutes. For charged components
an electrostatic interaction takes place between the component and the membrane, as most
nanofiltration membranes are charged (mostly negatively) (Schaep et al., 1998). The
charge effect plays an important role in filtration performance. Due to the special feature of
the NF membrane surface (mostly having fixed negative surface charge), the capacity of
separation is influenced by the steric effect (due to small pore diameter) and the charge on
the surface of the pore (Donnan exclusion phenomena) (Seidel et al., 2004). This explains
why these membranes exhibit ion-selectivity. At low ionic environment (i.e., low
concentration of ionic solute), the multivalent negative ions are separated by the NF
membrane to a higher degree than monovalent ions, the latter can pass more freely through
pore of the membrane (Orecki et al., 2004).
On the other hand, the electrokinetic phenomenon involved in the nanofiltration process is
remarkably affected by the physico-chemistry of the solution to be filtered (Elimelech et
al., 1994, Childress and Elimelech, 1996, Nyström et al., 1994, Szymczyk et al., 1999,
Nyström and Zhu, 1997). Hence, by altering the physico-chemistry of the aqueous
environment, optimum conditions for charge interaction between the particles and
membrane may lead to a high efficiency of the process (Tay et al., 2002).
Although the charge effect plays a crucial role in transmission of substances across the
membrane, research work has not been carried out comprehensively (Elimelech et al.,
1994, Nyström et al., 1989). Most of the research work has been focusing on the
measurement of membrane charge and the effects of solution physico-chemistry on the
electrokinetic potential – zeta potential or streaming potential (Childress and Elimelech,
1996, Elimelech et al., 1994, Nyström et al., 1994, Nyström and Zhu, 1997, Ricq et al.,
1996, Mullet et al., 1997, Lettmann et al., 1999).
2.2.1 The role of membrane charge on the retention of ionic solutes
The charge of the membrane is significant to membrane performance because charge
affects the electrostatic repulsion between the ions or charged molecules and the membrane
surface (Childress and Elimelech, 2000). The origin of a membrane charge is clear. When
Literature Review
Role of charge effects during membrane filtration 6
brought into contact with an aqueous electrolyte solution, membranes do acquire an
electric charge through several possible mechanisms. These mechanisms may include
dissociation of functional groups, adsorption of ions from solution, and adsorption of
polyelectrolytes, ionic surfactants and charged macromolecules. This charging mechanism
can take place as well on the exterior membrane surface as on the interior pore surface of
the membrane. These surface charges have an influence on the distribution of ions in the
solution due to the requirement of the electroneutrality of the system. This leads to the
formation of an electrical double layer, so that we have a charged surface and a
neutralizing excess of counter-ions in the adjacent solution (Schaep et al., 2001). When a
charged membrane is placed in a salt solution, an equilibrium occurs between the
membrane and the solution. Because of the presence of a fixed membrane charge, the ionic
concentrations in the membrane are not equal to those in the solution. The counter-ion
(opposite sign of charge to the fixed charge in the membrane) concentration is higher in the
membrane phase than in the bulk solution, while the co-ions (same sign of charge as the
fixed membrane charge) concentration is lower in the membrane phase. A potential
difference at the interphase, called the Donnan potential, is created to counteract the
transport of counter-ions to the solution phase and of co-ions to the membrane phase.
When a pressure gradient across the membrane is applied, water is transported through the
membrane. The effect of the Donnan potential is then to repel the co-ion from the
membrane. Because of electroneutrality requirements the counter-ion is also rejected and
salt retention occurs (Schaep et al., 1998).
2.2.2 Effects of solute charge on the retention of ionic solutes
Previous studies on the rejection of organics by NF and ULPRO membranes reported that
the retention of solutes depends upon both solute properties and membrane properties.
According to Ozaki and Li (2002) and Berg et al. (1997), the rejection of organic acids
increased with increasing pH relative to the solute’s dissociation constant (pKa). Most NF
membranes are negatively charged at neutral pH due to the dissociation of acidic
functional groups on the membrane surface. Therefore, electrostatic interactions between
charged organic solutes and the charged membranes surface can also play a role in the
rejection of organic micropollutants. Most studies on electrostatic interactions have
reported an increase in rejection of negatively charged organic solutes due to electrostatic
repulsion between the negatively charged membrane and the negatively charged organic
solute. This high rejection, however, is dependent on feed water pH, since both membrane
Literature Review
Role of charge effects during membrane filtration 7
surface charge and organic solute charge vary according to pH (through the dissociation of
the functional groups as a function of the pKa) (Bellona and Drewes, 2005).
The effect of solute charge on the ionic retention also can be reflected in the influence of
ion valence. At low ionic environment (i.e., low concentration of ionic solute), the
multivalent negative ions are separated by the NF membrane to a higher degree than
monovalent ions, the latter can pass more freely through the pore of the membrane.
Generally speaking, nanofiltration membranes repulse divalent ions having the same
charge as those at the surface of the pore (Wai Lin et al., 2007). Schaep et al. (2001) found
the same result. Table 2-1 shows that the differences in ion valence are very much
influencing ion retention. Calculations were carried out for electrolyte solutions with the
same concentration in equivalents per m3. The findings of about the influence of ion
valence on the salt retention are in agreement with the qualitative aspects of the well-
known Donnan exclusion mechanism: the higher the valence of the co-ion, the higher the
salt retention; the higher the valence of counter-ion, the lower salt retention. For MgCl2 a
negative retention is calculated, as consequence of a high charge interaction (i.e.,
attraction) between the divalent magnesium ion and whether negative retentions in single
salt solutions are possible or not, but it has not yet been experimentally observed.
Calculations show smaller membrane charges and also for smaller membrane pore radii the
MgCl2 retention increases and becomes positive again. This means that in situations where
size effects become more important, relative to charge effects, the retention for MgCl2
increase (Schaep et al., 2001).
Table 2-1: Retentions for four different salts for the nanofiltration membrane with the
effective membrane pore radius of 1nm at the feed concentration of 50 mol.m-3 (Schaep et
al., 2001)
NaCl Na2SO4 MgCl2 MgSO4
1-1 1-2 2-1 2-2
19% 92% -2% 62%
Several authors have found similar conclusions as above (Tsuru et al., 1991, Chowdhury et
al., 1994, Tsuru et al., 1998, Abrabri et al., 1998). However, Xu and Lebrun (1999)
reported that this conclusion about the retention according to the ionic valence is only true
for the quite negatively charged membrane. As shown in Figure 2-2.
+ when pH > 9.0, Na2SO4 > NaCl > MgCl2;
Literature Review
Role of charge effects during membrane filtration 8
+ when pH < 5.5, MgCl2 > Na2SO4 > NaCl;
+ when 5.5 < pH < 9.0, Na2SO4 > MgCl2 > NaCl.
The separation of MgCl2 can be greater than that of Na2SO4 and NaCl, which is also
observed by Rios et al. (1996) when they worked with positively charged membrane. So,
the dependency of the separation on the electrolyte valence types is determined by the
charged of the membrane, and the salt rejection by charge NF membrane is mainly due to
the surface interaction between the ions and the membrane (Xu and Lebrun, 1999).
Figure 2-2: Effect of solute type on the separation dependency on pH (Xu and Lebrun,
1999)
2.3 Parameters affecting charge
2.3.1 Parameters affecting the membrane charge
2.3.1.1 Effect of pH on the membrane charge
The membrane skin, for most TFC membranes, carries a negative charge to minimize the
adsorption of negatively charged foulants present in membrane feed waters and increase
the rejection of dissolved salts. The negative charge on the membrane surface is usually
caused by sulfonic and/or carboxylic acid groups that are deprotonated at neutral pH.
Membrane surface charge is usually quantified by zeta potential measurements. Studies
have determined that pH had an effect upon the charge of a membrane due to the
disassociation of functional groups. Zeta potentials for most membranes have been
observed in many studies to become increasingly more negative as pH is increased and
functional groups deprotonated (Bellona et al., 2004). A polymeric NF membrane typically
consists of hydrophobic functional groups (alkyl or aromatic chains) which alternate to
Literature Review
Role of charge effects during membrane filtration 9
hydrophilic functional groups (-CONH2, -COOH, -NH2, -SO3-, -R3N+,etc) whose acidic
characteristics are obviously different; the extent of hydrophilic functional groups
dissociation is indeed strongly pH dependent. The active part of the polymer (which is
involved in charge determination) is assumed as the sum of two different group sites:
hydrophilic sites is indicated as R1H and they are considered to give rise to the pH
dependent “fixed” charge whose sign is the result of the prevailing mechanism among the
concomitant “protonation” and “de-protonation” of functional groups. The group of
hydrophobic sites is indicated as RH and they are considered to give rise only to
competitive adsorption (Bandini, 2005).
At low pH, there is assumed to have high proton concentration in the solution, leading to
the protonation of R1H, making the charge of membrane becomes positive. At high pH,
due to the low proton concentration in the solution, leading to the de-protonation of these
hydrophilic sites, releasing R1-, making the membrane charge becomes negative. The
synthetic representation of acid/base equilibrium reactions was given by two following
equations:
R1H + H+ = R1H2+→ protonation
R1H = R1- + H+→deprotonation
Figure 2-3 shows the effect of pH on the membrane zeta potential in a simple electrolyte
(NaCl) solution. The dramatic change of zeta potential can be seen under the influence of
pH, not only the magnitude of the value but also the sign of the potential. In the pH range
around 2.5 – 11.5, the zeta potential of NTR-729 drops from +20mV down to nearly -
65mV. Accordingly, the membrane charge density varies from + 1µC/cm2 to -5µC/cm2, as
shown in Figure 2-3 (Tay et al., 2002).
Responses to the variation of pH are different between zeta potential and surface charge
density. As shown in Figure 2-3, for the pH range of 2.5-9, the value of zeta potential
decreases significantly with the increase of solution pH. After that, the absolute value of
zeta potential might tend to grow in smaller steps (NaCl concentration < 5 mM). In
contrast, the membrane surface charge density is linearly correlated to the pH value of the
solution. That is solution which can be illustrated in Figure 2-4, surface charge density
changes proportionally with the pH value. In general, with the increase of pH value, the
membrane surface charge density tends to decrease from positive to negative value,
regardless of the ionic strength or any kind of impurities present in the solution (Tay et al.,
2002).
Literature Review
Role of charge effects during membrane filtration 10
Figure 2-3: Zeta potential of NTR-729 membrane dependent on pH in simple electrolyte
solution. The legend in the figure shows the different concentrations of NaCl solution
(expressed in mM) (Tay et al., 2002)
Figure 2-4: Surface charge density of NTR-729 membrane dependent on pH in simple
electrolyte solution. The legend in the figure shows the concentration of NaCl solution
(expressed in mM) (Tay et al., 2002)
2.3.1.2 Effect of solution ionic strength on the membrane charge
The ionic effect on the membrane surface charge can be described in terms of ionic
strength. Both the concentration of ions and the valence of ions contribute to such effect.
The ion adsorption on the membrane can cause the change in the membrane charge, thus
affecting the retention of the solute. Ions in the solution may take different roles in the
formation of EDL. Some ions, like multi-valence ions, may form complexes with the
membrane and change the property of the membrane. Others may be subject to the
electrical field of the membrane charge and distribute adjacent to the membranes surface.
These ions form the diffuse layer and are regarded as “indifferent ions”. Due to these
Literature Review
Role of charge effects during membrane filtration 11
reasons, multi-valence ions are more effective in influencing the membrane charge
property (Tay et al., 2002). Teixeira et al. (2005) conducted the experiments for calculating
the zeta potential of NFT50 membrane with different electrolytes and received the results
which were performed in Figure 2-5.
Figure 2-5: Zeta potential values for the NFT50 membrane in the pH range 4.0 - 8.3 in the
presence of monovalent cation K+ and divalent cations Ca2+ and Mg2+ (Teixeira et al.,
2005).
Figure 2-5 showed that in the presence of divalent cation (Ca2+), the membrane is more
positively charged over the entire pH range and the IEP shifts from 4.2 to 5.6. Since the
NFT50 membrane is negatively charged above pH 4.2, complex formation of the Ca2+ with
the membrane is electrostatically favourable. The Ca2+ adsorption on the membrane surface
reduces its negative charge, yielding a net positive charge for pH below 5.6. On the other
hand, when both divalent cations (Mg2+) and anions (SO42-) are present in the solution, the
effect of the divalent anion is opposite to the effect of the divalent cation (Childress and
Elimelech, 1996), Mg2+ adsorbs less than Ca2+, therefore the zeta potential curve is
intermediate between the curves obtained for KCl and CaCl2. In fact, the ionic strength
increases from KCl solution to both MgSO4 and CaCl2 electrolytes. The increase of the
ionic strength produces a shielding effect responsible for the decrease of the membrane
negative charge along the surface (Teixeira et al., 2005). This conclusion was confirmed by
(Tay et al., 2002), it is clear from Figure 2-3, when increasing the concentration of NaCl,
the zeta potential will decrease.
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Role of charge effects during membrane filtration 12
The membrane charge density also depends very much on the type of salt and on the salt
concentration but in the complicated way. The data obtained from the experiments of
Schaep et al. (2001) with CA 30 membrane at various salt concentrations are shown in
Figure 2-6
Figure 2-6: Effective charge density as a function of the salt concentration for the CA 30
membrane (Schaep et al., 2001).
It can be seen from Figure 2-6 that the charge density is not constant but depends on the
ionic strength of the solution and can be described by linear isotherms. This phenomenon
was found before and was ascribed to ion adsorption on the membrane material (Bowen et
al., 1997, Peeters, 1997, Wang et al., 1995). In the case of, e.g., NaCl, adsorption of
chloride ions would then lead to a more negative membrane charge at higher electrolyte
concentrations. Figure 2-6 also shows that the membrane charge becomes positive for the
two magnesium salts. This suggests that each individual ion could have its individual
contribution to the membrane charge by means of adsorption. In that way the presence of
magnesium could alter the sign of the membrane charge so that the membranes become
positively charged. This could explain the fact that MgCl2 is better retained than NaCl:
magnesium is the co-ion (i.e the ion with the same sign of charge as the membrane charge)
in the case of MgCl2 and has a higher valence than chloride, which is the co-ion in the case
of NaCl. On the basis of Donnan-exclusion, a higher co-ion valence causes a higher salt
retention. Further experiments with a solution of LaCl3 enabled to compare the retention of
NaCl, MgCl2 and LaCl3. For CA 30, the retention sequence was found to be LaCl3 > MgCl2
> NaCl (Schaep et al., 2001).
Literature Review
Role of charge effects during membrane filtration 13
In general, the effect of solution ionic strength on the membrane surface charge is in
different aspects. Decrease the zeta potential by high ionic strength is regarded as the
reduction of electrostatic force. However, results obtained from the membrane surface
charge density suggested that the conclusion is different. The surface charge model reveals
that the amount of membrane surface charge will be increased by raised ionic
concentration. This is an important fact for membrane filtration. The principle of
membrane filtration is to retain particles in water by the membrane. If the particles easily
adhere to the membrane, they may be more able to pass through the membrane, or deposit
on the membrane leading to membrane fouling. The electrostatic force is catalogued as the
repulsive force. If dosage of high valence ions into the solution might strengthen the
electrostatic force between the particles and the membrane, it would be much easier for the
membrane to reject the particles and prevent membrane from fouling (Tay et al., 2002).
2.3.2 Parameters affecting the solute charge
2.3.2.1 Effect of pH on the charged solute dissociation
The solute charge is usually expressed through the acid or base dissociation coefficient,
pKa or pKb of the solute (Bellona et al., 2004). Therefore, it is expected to depend on the
pH levels of the solution. Verliefde et al. (2008) carried out some experiments for rejection
of organic acids with the Trisep TS80 membrane and got the result as given in Figure 2-7:
Figure 2-7: Rejection of organic acids with Trisep TS80 in Milli-Q as a function of
molecular weight and feed water pH (Verliefde et al., 2008).
The rejection of all acids in Milli-Q water at pH 8 is above 93%. This high rejection is due
to electrostatic repulsion between the negatively charged membrane and the completely
dissociated organic acid (Verliefde et al., 2008). At pH 8, all acids are completely
Literature Review
Role of charge effects during membrane filtration 14
dissociated and thus rejection is independent of the degree of dissociation. At pH 5,
however, dissociation is incomplete (except for malonic acid), and rejection of all organic
acids is lower than at pH 8. The dissociation of organic matters influenced by pH and pKa
in rejection by nanofiltration was also reported by Kim et al. (2006).
Figure 2-8: Effect of pH on the rejection of organic compounds using NTR-729HF
membrane (Kim et al., 2006)
Figure 2-8 shows the effect of pH of the feed solution on the rejection of typical organics.
The NTR-729HF membrane was used for a series of experiments. The rejection of MCPA,
whose pKa value is 3.1, increased with an increase of pH value of feed solution. In
addition, the rejections of p-nitrophenol (pKa = 7.1) and 2,4,5-trichlorophenol (pKa = 6.7)
increased markedly with pH when the pH was roughly above the pKa. Theoretically,
almost all dissociated organic compounds are in a state of ionic form when the solution pH
is larger than pKa. In the case of MCPA, p-nitrophenol and 2,4,5-trichlorophenol, the
fraction in the state of negatively charged ions of those compounds increases with pH. On
the other hand, the membrane used is negatively charged when the pH of the solution is
more than the iso-electric point value of the membrane, and is positively charged when less
than the iso-electric point value. Hence, it is considered that the increase of rejections of
those compounds with pH, especially in the alkaline region, resulted from an increase of
mutual repulsion between the compounds dissociated into ions and membrane.
Furthermore, the decrease of rejection of MCPA below pH 5 would be caused by the
attraction between the dissociated MCPA and the membrane. The rejection of acetic acid
(pKa = 4.7) was similar to those of compounds such as MCPA. Phenol rejection was
extremely low over the range of pH tested, probably because phenol was in a state of
Literature Review
Role of charge effects during membrane filtration 15
molecular form derived from its large pKa. Low rejection was also obtained for ethyl
alcohol of undissociated compounds. From these results, it appears that the rejection of
organic compounds by NF membrane is dependent on pKa (Kim et al., 2006).
2.3.3 Interaction between charged membrane and charged solutes
The charge of membrane surface can be changed by adsorption of polyelectrolytes, ionic
surfactants, and charged macromolecules. This interaction was mentioned in an article of
(Elimelech et al., 1994). The free energy of adsorption, ∆Gads, of a solute is given by
ads surf solvG G GΔ = Δ −Δ (2.1)
Where ∆Gsurf represents the surface affinity for the solute and ∆Gsolv is the solvent affinity
for the solute. Thus, a solute that is hydrophobic in character will readily adsorb onto a
solid surface. For polyelectrolytes adsorption arises from London-van der Waals
interactions, hydrophobic bonding of nonpolar segments, hydrogen bonding, electrostatic
attraction, and chemical reaction with surface functional groups. If the polyelectrolyte and
the membrane surface are similarly charged, adsorption occurs if the non-electrostatic
attraction is greater than the electrostatic repulsion. In this case adsorption is enhanced by
increasing the ionic strength or by the presence of polyvalent counterions. If the
polyelectrolyte and surface are oppositely charged, then adsorption is dominated by
electrostatic attraction (Elimelech et al., 1994).
2.4 Measurements and equations to be used
2.4.1 Measurement of charge properties
Different methods have been investigated to determine and interpret charge properties of
membrane surface, most of them work on the measurement of electrokinetic phenomena
(Huisman et al., 2000) and zeta potential is a useful parameter for this. Several techniques
are available that can be used to determine the zeta potential of surfaces. Among of these
streaming potential technique is most suitable for membrane surfaces (Elimelech et al.,
1994). Streaming potential measurements have been carried out to calculate the zeta
potential and the kinetic surface charge density of the membranes.
Literature Review
Role of charge effects during membrane filtration 16
2.4.1.1 Surface charge density and zeta potential
2.4.1.1.1 The concept of surface charge density
The plane surface of the membrane has an electrical charge. The quantity of the surface
charge is termed as “membrane charge density”, which can be defined as the charge
quantity per unit area on the membrane surface (Tay et al., 2002). Surface charge density
was found to be an important surface parameter in predicting the separation effect in NF
membrane due to the influence the solution physic-chemistry (Tiraferri and Elimelech,
2012, Tay et al., 2002). The surface charge density can be calculated from the
determination of zeta potential.
2.4.1.1.2 The concept of zeta potential
The concept of zeta potential is derived from the theory of EDL, which describes the EDL
as consisting of the Stern layer and the diffuse layer from the solid-water interface (Tay et
al., 2002).
In the case of a charged membrane immersed in aqueous solution, the EDL associated with
the membrane-solution interface can be schematically summarized in Figure 2-9(1). The
membrane surface at X = 0 has a potential of Ψs, which is related to the membrane
property. The charge can be obtained originally by dissociation of the functional group,
adsorption of charged particles, or even chemical bounding. The compact Stern layer
(0<X<X1) is formed by immobile ions under the influence of the membrane charge. And
the outer layer (X1<X<X3) is termed as diffuse layer.
To simplify the EDL model in describing the electrokinetic phenomenon of the
membranes, the following assumptions are made:
There is an imaginary “plane” (at X = X1) to separate the compact layer (0<X<X1) and the
diffuse layer (X1<X<X3). The plane has an electrical charge. The quantity of the surface
charge is termed as “membrane surface charge density”, which can be defined as the
charge quantity per unit area on the membrane surface. The Stern layer is much thinner
than the diffuse layer, even less than the distance of X1X2. The shear plane (at X = X2), to
which zeta potential ζ is related, is supposed to be located in diffuse layer. The simplified
EDL model can be depicted in Figure 2-9(2) (Tay et al., 2002)
Literature Review
Role of charge effects during membrane filtration 17
Figure 2-9: Schematic presentation of possible charge distribution at a membrane-aqueous
solution interface. (1) EDL model of membrane; (2) simplified EDL of membrane (Tay et
al., 2002)
2.4.1.1.3 Calculation of zeta potential and membrane surface charge density
In this work, the zeta potential is determined by measuring the streaming potential. The
measurements are made by flow over the exterior surface of the membranes, which means
that only the charge density on the exterior surface of the membrane will be determined.
The relationship between the measurable streaming potential and the zeta potential is given
by the well-known Helmholtz-Smoluchowski equation:
0
0 r
EP
η λζε ε
Δ × ×=Δ × ×
(2.2)
Where ΔE is the streaming potential (V), ΔP is the applied pressure that causes the
hydrodynamic flow (N/m2), η the viscosity of the streaming solution (Pa.s), λ0 the system
conductivity (S/m), ε0 the permitivity of free space (8.854 x 10-12 F/m), and εr the dielectric
constant for the streaming solution.
Literature Review
Role of charge effects during membrane filtration 18
This equation was already simplified for surfaces with low surface conduction by
eleminating the surface conductivity (Mockel et al., 1998)
Although zeta potential is the membrane/electrolyte interface parameter more widely used
for electrokinetic characterization, the electrokinetic surface charged density (σe), or
surface charge density at the shear plane, can be easily obtained from zeta potential data by
the Gouy-Chapman equation (Ariza and Benavente, 2001):
2 sinh2e
kT zeze kTεκ ζσ ⎛ ⎞= ⎜ ⎟⎝ ⎠
(2.3)
Where k is the Boltzmann constant (1.38 x 10-23 J/K), e the electron charge (1.602 x 10-19
C), κ-1 the Debye length, z the charge number and T the absolute temperature (298K)
The Debye-length 1κ − can be calculated from Equation (2.4):
κ −1 = εRT
2F 2I (2.4)
I is the ionic strength and F is Faraday’s constant
212 i i
iI z c= ∑ (2.5)
In which zi is the charge number of ion I and ci represents the molar concentration of that
ion (mol/l)
2.4.1.2 Streaming potential
2.4.1.2.1 The concept of streaming potential
The streaming potential remains the most widely used technique for determining the ζ-
potential of membranes (Fievet et al., 2003). Streaming potential is the potential difference
at zero electric current, caused by the flow of liquid under a pressure gradient through a
capillary, plug, diaphragm, or membrane. The difference is measured across the plug or
between the ends of the capillary. Streaming potentials are created by charge accumulation
caused by the flow of counter-charges inside capillaries or pores (Delgado et al., 2005).
Figure 2-10 shows the development of streaming potential at the liquid/solid interface
along the membrane pore under the pressure driven liquid flow. The solid surfaces are
negatively charged. Liquid, driven by a pressure difference from inlet to outlet, flows
laminarly with a parabolic profile between the plates. The liquid sweeps along the mobile
Literature Review
Role of charge effects during membrane filtration 19
charges of the diffuse part of the electrical double layer (in this case positive), associated
with the surface. The flow of mobile charge is an electric current arising solely from the
flow of liquid, called “surface current”. If there is no net flow of charge from the solid
surfaces to the solution, a bulk current carried by neutral electrolyte must flow back
through the liquid to complete the electrical circuit. The bulk current flows back to a
negative pole at the inlet and completes the electrical circuit. The reference electrodes
placed at either end of the flow channel to detect the streaming potential.
Figure 2-10: Schematic representation of the development of the streaming potential at the
solid/liquid interface along a membrane pore under pressure driven liquid flow (Mockel et
al., 1998).
2.4.1.2.2 Tangential streaming potential measurements
In the case of asymmetric or composite membranes, the ζ-potential is now frequently
determined from tangential flow streaming potential measurements (Fievet et al., 2003).
This technique consists in applying a pressure difference across a thin channel formed by
two identical substrates facing one another and separated by a spacer (Fievet et al., 2003,
Sbaï et al., 2003).
Literature Review
Role of charge effects during membrane filtration 20
Figure 2-11: Schematic diagram of the experimental set-up to measure the streaming
potential: 1 – Electrolyte solution. 2- Pump. 3- Measuring cell. 4- Upper membrane. 5- Pt
electrode. 6- Lower membrane. 7- Potential difference measurement (Tay et al., 2002)
2.4.2 Measurement of the rejection of charged organic solute
At pH around 4 – 5, the NF-270 membrane is uncharged (or has a very low surface
charge). Therefore, the rejection values of both solutes at this pH will be regarded as the
rejection values in the absence of electrostatic interactions. Thus, according to Verliefde
(2008), the rejection of solutes at low pH can be calculated as follows:
,arg
,
1 p iunch e
b i
CR
C= − (2.6)
Where i is the solute of interest, and Runcharge, Cp,i and Cb,i are respectively the rejection, the
permeate concentration and the feed concentration of the solute.
Verliefde (2008) also reported the equations for the calculation of the rejection at high pH
values. At higher pH, the membrane assumes a negative surface charge and charge
interactions will affect the rejection of the solutes. Therefore, the rejection differs from the
rejection at low pH. For positively charged solute, the rejection decreases due to charge
attraction (charge concentration polarization > 1). For the negatively charged solute, the
rejection increases because the concentration of the solutes at the membrane surface
decreases due to charge repulsion (charge concentration polarization < 1).
Concentration profiles of charged solutes in the vicinity of a charged surface can be
calculated using the Gouy-Chapman theory for colloidal solutes and extrapolating this
theory to charged solutes approaching flat surfaces. This leads to the following Boltzmann
distribution for charged organic solutes approaching the membrane surface:
arg. .exp.
m mch e
b
C Z V FC RT
β −⎛ ⎞= = ⎜ ⎟⎝ ⎠ (2.7)
Literature Review
Role of charge effects during membrane filtration 21
Where βcharge is the charge concentration polarization, Zm is the organic ion valence, V is
the membrane surface potential (in V), F is Faraday’s constant, R is the universal gas
constant, T is the temperature (in K) and Cm and Cb are the charged solute concentrations
at the membrane surface and in the bulk fluid, respectively. This is schematically
represented in Figure 2-13
.
Figure 2-12: Concentration profiles for positively (+), negatively (-) and uncharged (0)
solutes in the vicinity of a negatively charged membrane surface (Verliefde, 2008)
The charge concentration polarization is the concentration in- or decrease of charged
solutes in the vicinity of the charged membrane surface, due to electrostatic interactions.
As the first approach, the membrane zeta potential is used instead of the membrane surface
potential in the calculation of Equation (2.7)
For the charged solutes, the rejection can be calculated as follows:
arg arg arg arg1 1 1 (1 )p pch e ch e ch e unch e
b m
C CR R
C Cβ β= − ≈ − = − − (2.8)
With Cp/Cm substituted by (1-Runcharged). Of course, this substitution can only be made if the
hydrodynamic concentration polarization is assumed to be equal to one. Otherwise, p
m
CC
has
to be substituted by arg1 unch eRβ
−, where β is the hydrodynamic concentration polarization.
Thus, if Runcharged is known, and βcharge can be calculated according to Equation (2.8), the
theoretical rejection of a charged solute can be predicted.
Materials and Methods
Role of charge effects during membrane filtration 22
Chapter 3 MATERIALS AND METHODS Equation Chapter (Next) Section 1
The tangential streaming potential experiments were carried out for determination of zeta
potential and membrane surface charge density at various pressure drops, solute
concentrations and electrolyte types with NF-270 membranes in order to investigate the
dependency of membrane charge on the pH, ionic strength and electrolyte type.
In addition, filtration experiments with aqueous sodium salicylate solutions were also
conducted with the NF-270 membranes at different pH values of the feed and then, the
retention results were determined based on the ratio of concentration of the permeate and
the feed.
3.1 Materials
3.1.1 Membrane
Nanofiltration membrane
All the experiments in this work were carried out with commercial polymeric
nanofiltration membranes. Flat polyamide thin film composite NF-270 membranes were
used which were produced by FILMTEC. Some characteristics of the membrane as
presented by the manufacturer are summarized in Table 3-1 and the chemical structure is
shown in Figure 3-1
Table 3-1: Characteristics of membrane given by manufacturer
Membrane Type Polyamide Thin-Film composite Average pore diameter 0.84 nm Maximum Operating Temperature 450C Maximum Operating Pressure 41 bar Maximum Pressure Drop 1.0 bar MWCO 200 -300 Da pH range, continuous operation 3-10 pH range, short-term cleaning (30 min) 1-12 Maximum Feed Flow 15.9 m3/h Maximum Feed Silt Density Index SDI5 Free Chlorine Tolerance <0.1ppm CaCl2 rejection (%) 40 – 60 MgSO4 rejection (%) >97 Charge (neutral pH) Negative
(Source:http://msdssearch.dow.com/PublishedLiteratureDOWCOM/dh_0074/0901b803800749e1.
pdf?filepath=liquidseps/pdfs/noreg/609-00519.pdf&fromPage=GetDoc, Lin et al. (2007))
Materials and Methods
Role of charge effects during membrane filtration 23
Figure 3-1: Chemical structure of the crosslinked aromatic polyamide top layer (NF-270)
(Boussu, 2007)
The membranes were kept in a refrigerator at about 50C. Before use, all membranes were
rinsed with de-ionized (DI) water for 24h to get rid of preservation liquids present in the
membrane. The membranes to be used were cut to fit the cells and glued on the glass plate
and were placed by facing their active layers to the incoming solution.
3.1.2 Chemicals
A series of different electrolyte solutions at various concentrations were used for
experiments with the nanofiltration membrane for studying the influence of the parameters
on the membrane charge. They were prepared by dissolving the amount of solute to the DI
water. Most of chemicals used for these experiments are manufactured by VWR
International S.A.S.
Sodium salicylate (Chemical formula: HOC6H4COONa; Molar mass: 160.10 g/mol) is a
sodium salt of salicylic acid. It is used in medicine as an analgesic and antipyretic. The
sodium salicylate used in the experiments was manufactured by Merck – Germany and of
pro analysis purity. According to the manufacturer, solubility amounts to 660 g/l (200C),
the partitioning coefficient (log Kow) is 1.5 and the pKa is 3 (Jaskari et al., 2000).
For ionizable solutes, the hydrophobicity is dependent on the percentage of uncharged
versus charged species, and thus it is pH-dependent (Verliefde et al., 2008). Based on the
data about the pKa and log Kow, the dependence of hydrophobicity of sodium salicylate on
pH can be determined according the following equation:
( )( )log log log(1 10 )apH pKpH owD K −= − + (3.1)
Where D is the ratio of the equilibrium concentrations of all species (unionized and
ionized) of a molecule in octanol to the same species in the water phase; logKow is the
Materials and Methods
Role of charge effects during membrane filtration 24
logarithm of the octanol-water partitioning coefficient and pKa is the logarithm of the acid
dissociation constant.
3.1.3 Other equipment
The electric conductivity of these solutions was measured with the Consort multi-
parameter analyser C3020 and Electrochemical analyser C6010 in the laboratory by
immersing the probe into the solutions at different concentrations.
The pH values of the solutions were measured by using HANNA HI 4222, consisting of an
electrode for measuring the pH and another for measuring the temperature of solution.
Before measuring the pH of samples, the equipment needs to be calibrated.
A heat controller equipment KAC-MAG HS7 was used to maintain the constant
temperature for solutions.
The absorbance of samples was determined with an Ultrospec 1000 UV/Visible
Spectrophotometer from Pharmacia Biotech.
The pump which was used for filtration set-up was Sigma from Prominent company.
3.2 Measurement method
3.2.1 Tangential streaming potential procedure
3.2.1.1 Tangential streaming potential module
Figure 3-2 shows a schematic drawing of the cell which is used to support the membrane
samples for the streaming potential measurements. The membrane samples are glued upon
glass plates (microsope slides). The dimensions of the membrane samples are 76 x 26 mm.
The cell consists of two plexiglass parts containing sample channels that hold the glass
slides with the membranes glued on top. Clamps hold both cell parts together. Under the
glass slides silicon rubber sheets can be put to prevent leakage at the interface between cell
and glass slide. The cell parts are separated by a spacer which serves two functions:
spacing between sample plates and flow direction. Platinum electrodes are inserted into the
chambers at both ends of the cell (Peeters et al., 1999). The cell, housed in the Faraday
cage was connected to the earth to reduce the outside effects that interferes the
measurement results. The flow inlet and outlet are in parallel with the channel axis and
only one flow direction is possible (Ariza and Benavente, 2001). The positive and negative
poles were connected with the outlet of the flow (from the membrane to the waste
Materials and Methods
Role of charge effects during membrane filtration 25
container) and the inlet of the flow (from the sample container to the membrane),
respectively.
Figure 3-2: Schematic illustration of the streaming potential system (Peeters et al., 1999)
3.2.1.2 Basic tangential streaming potential procedure
The set-up of tangential streaming potential allows the streaming potential to be measured
along the surface, rather than through the surface (Peeters et al., 1999). For determination
of the influence of pressure drop, ionic strength on the streaming potential, several
electrolyte solutions with different concentrations were used.
Before the start of each measurement, the membrane cell was fed with the electrolyte
solution for a period of about 3 minutes to remove the entrapped air bubbles in the
measuring system. During each measurement, the testing solution was sucked from feeding
solution reservoir by applying the driving pressure. The applied pressure drop was
controlled by the suction of a mechanical vacuum pump and varied in the range of 0.15 to
0.3 bar and was monitored with an accuracy of 0.01 bar. The mass of the feeding solution
that flows into the waste container (g) and the measurement duration (minute) were
recorded and then converted to the flow rate using the density of the solution. This flow
rate was kept at 0.35 – 0.5l/minute during the entire run with checking the flow rate after
each measurement. If the flow rate was out of the range above, the closing-opening valve
controlling was checked and the distance between sample plates was adjusted to ensure the
pressure in the cell. For instance, the flow rate for pumping 2 mM potassium chloride
(KCl) through the cell at 0.2 bar can be calculated as follows:
Initial solution mass - Final solution mass 3275.0 1919.2 451.93 0.451Measurment duration 3min min min
g g g lQ −= = = =
Materials and Methods
Role of charge effects during membrane filtration 26
The density of the solution was considered as the density of pure water due to the small
solution concentration ρ = 1 g/ml.
The measurements were conducted from low to high salt concentration for each applied
pressure with the same membrane to avoid the contamination from previous solution. Data
acquisition took place with a computer. When the valve was closed, the solution stopped
flowing through the cell (non-flow mode), the flow started again when the valve was
opened (flow mode). The interval for each time of closing and opening is 8s. The
difference in the potential between flow and non-flow mode is set equal to the streaming
potential. Ten potential difference values were calculated corresponding to five times of
opening-closing the valve. Then, a mean value was obtained, indicating its standard
deviation as error. The streaming potential was measured using a digital multimeter and
recorded by the computer in the system with a LABVIEW program.
All the measurements were carried out at room temperature of (25±2)0C. All solutions
were used at natural pH of the solutions without any pH adjustment.
The schematic representation of the streaming potential measurement with KCl solution is
illustrated in Figure 3-3:
Figure 3-3: Schematic representation of the streaming potential measurement with KCl
solution
Pressure gauge
Vacuumpump
Multimeter
Computer
Membrane Cellsolution
Opening- ClosingValve
KClWaste container
Electrodes
Materials and Methods
Role of charge effects during membrane filtration 27
3.2.1.3 Experimental design for determining the effect of electrolyte concentration on the
membrane charge and effect of pressure drop on streaming potential
The experimental procedure for determining the alteration of membrane charge depending
on electrolyte concentration and the influence of pressure drop on streaming potential
value was carried out in accordance with the basic tangential streaming potential
measurement that was represented in 3.2.1.3. In this experiment, potassium chloride (KCl)
solutions were prepared with concentrations of 1 mM, 2 mM and 5 mM. These solutions
were introduced to the membrane cell in succession as function of the applied pressure
drops of 0.15, 0.2 and 0.3 bar. Based on the results obtained from this experiment, both the
effects of potassium chloride (KCl) concentration and pressure drop on streaming potential
were assessed, then, the zeta potential could be defined. For the calculation of zeta
potential from streaming potential, the electric conductivities of solutions were measured
and reported in Table 3-2.
Table 3-2: Electric conductivity and pH of solutions at (25 ± 2) 0C
Solution Electric conductivity (S/m) pH
1 mM KCl 0.01 6.13
2 mM KCl 0.03 6.22
5 mM KCl 0.06 6.93
1 mM KCl + Al2O3 0.01 5.39
5 mM NaOH 0.09 11.10
3.2.1.4 Experimental design for determining the effect of charged particles adsorption on
membrane charge
For investigation of the effect of positively charged particles on the membrane charge, a
30% (w/w) stock suspension of alumina (Al2O3) (Evonik Degussa GmbH) was added into
the 1mM potassium chloride (KCl) solutions with the concentration of 100 mg/l. The
specific density of the alumina suspension is 1.163 g/ml.
The experiments with the mixture of potassium chloride and alumina (KCl +Al2O3) for
determination of streaming potential with the presence of positively charged particles were
conducted with the same procedure as that for the experiment with potassium chloride
(KCl) solutions. However, in this case, the three-way valve was applied so that one after
Materials and Methods
Role of charge effects during membrane filtration 28
another, the potentials of potassium chloride (KCl) solution and mixed solution were
obtained.
Firstly, potassium chloride (KCl) solution was allowed to pass through the cell for 3
minutes, during this time, all the bubbles were removed from the system, and afterwards,
the potential for this solution was recorded. Then, the three-way valve was changed so that
the potassium chloride (KCl) solution was stopped passing through the cell and potassium
chloride and alumina (KCl +Al2O3) solution was introduced. After the first potential value
had been obtained, the membrane was soaked into the potassium chloride and alumina
(KCl +Al2O3) solution by stopping the flow during 30 minutes. Subsequently, the
measurement was repeated with potassium chloride and alumina (KCl +Al2O3) solution.
This procedure was reproduced 5 times. Then, the three- way valve was changed again to
allow the passing of potassium chloride (KCl) solution. Due to the adsorption of alumina
particles on the membrane surface, the membrane charge was altered into positive.
Therefore, in order to remove the alumina particles from the membrane surface, 5 mM
sodium hydroxide (NaOH) solution was pumped through the cell and steeped there for 16
hours, then, the potentials were observed and streaming potentials were calculated. The
sodium hydroxide (NaOH) solution was applied to the membrane until the membrane
charge changes to negative again. Finally, the 1 mM potassium chloride (KCl) solution
was fed to the membrane cell for checking the value of streaming potential.
All the values were recorded by the computer. The measurements were carried out at 0.3
bar. Figure 3-4 demonstrates the schematic representation of streaming potential
measurement with the mixed solution.
Materials and Methods
Role of charge effects during membrane filtration 29
Pressure gauge
Vacuumpump
Opening- ClosingValve
Multimeter
Computer
KCl+Al Osolution
2 3 KClsolutionWaste container Membrane Cell
Electrodes
Figure 3-4: Schematic representation of the streaming potential measurement with KCl
and KCl + Al2O3 solutions
3.2.1.5 Experimental design for determining the effect of pH on membrane charge
The solutions tested in the pH effect experiments were chosen to represent the different pH
values. The pH and electric conductivity of these solutions were measured and summarized
in Table 3-3.
Table 3-3: Electric conductivity and pH of solutions at 25 ± 20C
Solution Electric conductivity (S/m) pH
2 mM C2H4O2 0.01 3.81
1 mM C2H4O2 + 1 mM C2H3NaO2 0.01 5.01
2 mM C2H3NaO2 0.02 7.27
2 mM NaOH 0.04 10.52
The streaming potential experiment was performed in turn with 2 mM acetic acid
(C2H4O2), 1 mM acid acetic (C2H4O2) + 1 mM sodium acetate (C2H3NaO2), 2 mM sodium
acetate (C2H3NaO2), and 2 mM sodium hydroxide (NaOH). Prior to a new measurement,
the membrane was soaked with the next measured solution for half an hour without
Materials and Methods
Role of charge effects during membrane filtration 30
pressure and the measurement with each solution was repeated three times to ensure the
activities of electrolyte and membrane can occur fully. The streaming potential was
recorded at a pressure drop of 0.2 bar. After the streaming potential was determined, the
zeta potential could be calculated.
3.2.1.6 Experimental design for determining the effect of electrolyte type on membrane
charge
This experiment was carried out with three salts of different valence ions as 2 mM
potassium chloride (KCl), 2 mM calcium chloride (CaCl2) and 2 mM iron chloride (FeCl3).
Measurements were carried out firstly with 2 mM potassium chloride (KCl), then the
calcium chloride (CaCl2) was continued to be introduced through the membrane cell for
three times. A next measurement was run with 2 mM potassium chloride (KCl) during the
current condition of the membrane. After three times of running with 2 mM potassium
chloride (KCl), the streaming potential of 2 mM Iron(III) chloride (FeCl3) was measured
by the system. At the end of the experiment, before withdrawing a given membrane from
the analyzer cell, once again, the run was conducted with 2 mM potassium chloride (KCl)
and its streaming potential was recorded.
This assay was implemented at a pressure drop of 0.2 bar.
For calculation of the zeta potential from the streaming potential and other analyses, the
pH and electric conductivity of these feed solutions were measured and given in Table 3-4.
Table 3-4: Electric conductivity and pH of solutions at 25 ± 20C
Solution Electric conductivity (S/m) pH
2 mM CaCl2 0.04 6.99
2 mM FeCl3 0.10 3.08
3.2.1.7 Experimental design for determining the effect of flow rate on streaming potential
This influence was investigated with the measurement of streaming potential for 2 mM
potassium chloride (KCl) solution at a fixed pressure drop of 0.2 bar. For this experiment,
in order to change the flow rate through the channel, the channel height was modified by
controlling six screw fittings. In this case, two measurements were implemented for two
states of the screwing fittings: tightening the screws and loosening the screws until there
was leakage of water from the cell. The procedure for streaming potential measurement
Materials and Methods
Role of charge effects during membrane filtration 31
was completed as presented in 3.2.1.2. Three streaming potential data series were collected
for each position of screws. Besides, a planar channel was assumed for this case where the
height (h) of the channel is very small compared to the width (w) (h<<w), the channel
height can be calculated according to Poiseuille:
33
8 8L LQP Q hh w P wη ηΔ = → =
Δ ×
In which ΔP represents the pressure drop between the two ends of the channel (N/m2), L is
the total length of the channel (m), Q is the volumetric flow rate (m3/s) and η is the
dynamic viscosity of the streaming solution which was approximated as the dynamic
viscosity of pure water (η = 0.89x10-3 Pa.s).
3.2.2 Membrane filtration procedure
3.2.2.1 Analysis of the feed and permeate solution
Sodium salicylate (C7H5NaO3) concentrations in the samples of the feed and permeate
solution were determined through the measurement of UV absorbance of each sample with
a calibration curve which was constructed on the basis of the absorbance of sodium
salicylate at various concentrations and pH values (Figure 3-6). The upper limit of
absorbance in the UV spectrophotometer is 3. Therefore, all solutions were prepared in
concentrations that corresponded to an absorbance less than 3. In this UV spectrum test, a
series of 0.1 mM, 0.2 mM, 0.3 mM, 0.4 mM and 0.5 mM of sodium salicylate was
prepared at pH values that were used in the filtration experiment, such as pH = 3 (adding
0.1 M hydrochloric acid solution for adjustment), pH = 4 (adding 0.1 M hydrochloric acid
solution for adjustment), pH = 6.5 (only mixing with DI water), and pH =10 (adding 0.1 M
sodium hydroxide solution for adjustment). At each pH level, samples were taken to
measure the absorbance of the solution three times. For each solution at a fixed pH value,
the absorbance spectrum was scanned to find the wavelength with the maximum
absorption peak and this value of sodium salicylate was read from the computer at a
specific wavelength. Then, the average absorbance values were calculated. Figure 3-5
represents the absorption spectra for 0.5 mM solution as a function of pH.
Materials and Methods
Role of charge effects during membrane filtration 32
Figure 3-5: Maximum absorption peak in UV spectrum for a 0.5 mM sodium salicylate
solution measured at pH 3, 4, 6.5 and 10 between wavelengths ranging from 200 to 500 nm
Figure 3-6: Calibration curve for sodium salicylate at pH 3, 4, 6.5 and 10 at ambient
temperature. The UV absorbance was integrated within the wavelength range from 200 nm
to 500 nm
3.2.2.2 Cross-flow filtration set up
Cross-flow filtration experiment was carried out to investigate the retention of charged
organic solute by nanofiltration membrane. The schematic diagram of the cross-flow used
nanofiltration membrane is shown in Figure 3-7. The installation consists of membrane cell
0
0.2
0.4
0.6
0.8
1
1.2
1.4
1.6
1.8
2
260 270 280 290 300 310 320
Abs
orba
nce
Wavelength (nm)pH 3 pH 4 pH 6.5 pH 10
y = 3.201xR² = 0.995
y = 3.365xR² = 0.990
y = 3.210xR² = 0.996
y = 3.214xR² = 0.992
0.00
0.20
0.40
0.60
0.80
1.00
1.20
1.40
1.60
1.80
0 0.1 0.2 0.3 0.4 0.5 0.6
Ab
sorb
ance
Concentration (mM)
pH 10 - 296nm
pH 6.5 - 296nm
pH 4 - 297nm
pH 3 - 299nm
Materials and Methods
Role of charge effects during membrane filtration 33
in which the NF-270 membrane is packed. The dimensions of membrane sample are 200 x
50 mm. The feed solution was delivered to the membrane cell from the feed tank (10 l) by
a piston pump. A heat controller equipment was used to keep the constant temperature for
feed solution at (25 ± 2) 0C. The concentrate was recirculated back to the feed tank during
the filtration run and its flow rate was monitored by a rotameter and controlled at 30 l/h,
the frequency of the pump was 90 cycles/min. The applied transmembrane pressure is
regulated using a valve in the concentrate stream; the transmembrane pressure was
measured with a precision manometer. The permeate was collected in a volumetric flask
and timed to calculate the permeate flux afterwards. After each measurement duration, the
permeate volume was allowed to be recycled to the feed tank.
Figure 3-7: Nanofiltration set-up for rejection experiments of sodium salicylate solution
with NF-270 membrane
3.2.2.3 Filtration protocol
The rejection experiments were carried out with aqueous solutions of the pharmaceutical
sodium salicylate. Before the experiment, the NF-270 membrane was equilibrated by
immersing it into the solution of 0.5 mM sodium salicylate and 5 mM sodium chloride
(KCl) and putting in the fridge for 24 hours. Prior to the experiments, the membrane was
stabilized at 5 bar using DI water for 24 hours to remove the remaining preservatives and
to ensure the compaction of the membrane. Then, the mixed solution containing 0.5 mM
sodium salicylate and 5 mM potassium chloride (KCl) (added as background electrolyte)
which was adjusted at pH 10 by adding sodium hydroxide (NaOH) was pumped through
Membrane module
25o
Feedsolution
PumpTemperature control
Pressure gauge
Permeate solution
Valve
Rotameter
Concentrate
Materials and Methods
Role of charge effects during membrane filtration 34
the membrane cell with a flow rate of 30 l/h and the pressure was controlled at 3 bar. The
duration for this experiment was 12 hours. In the next stage, the feed solution was adjusted
to pH 6 by adding hydrochloric acid (HCl) into the feed reservoir. This solution was
introduced to the membrane for 10 hours at 3 bar. The feed solution pH was subsequently
reduced to a value of 4 and this filtration experiment was run for 10 hours. Finally, a
solution of 0.5 mM sodium salicylate and 5 mM potassium chloride (KCl) at pH 3 was
passed over the membrane during 10 hours. After each measurement, a permeate sample
was taken and the pH as well as UV absorbance of the feed and permeate were measured.
Throughout the filtration run, the permeate flow rate was observed every hour and in turn,
the permeate flux was calculated according to this formula: mem
QJA
= , in which J is the
permeate flux (m3/m2.hour); Q is the permeate flow rate (m3/hour) and Amem is the area of
the membrane (Amem = 200 x 50 = 10000 mm2 = 0.01 m2)
Results and Discussion
Role of charge effects during membrane filtration 35
Chapter 4 RESULTS AND DISCUSSION
The tangential streaming potential experiments with electrolyte solutions were conducted
to determine the streaming potential of the membrane. From streaming potential values,
zeta potential and membrane surface charge density can be calculated. Hereby, the
ampholytic behavior of nanofiltration membrane under the influence of pH, ionic strength
and solute type were evaluated and discussed.
Besides, the rejection value of sodium salicylate ions by NF-270 membrane as a function
of pH was also calculated by performing the filtration experiment. Based on the retention
results, the electrostatic interaction between charged solute and charged membrane surface
was assessed whether this interaction affects the filtration efficiency of the membrane.
4.1 Streaming potential, zeta potential and membrane surface charge density
4.1.1 Tangential streaming potential measurement on the surface membrane
The tangential streaming potential measurement was run with various solutions. Based on
the data obtained from the program on the computer, there are two ways for receiving the
streaming potential values.
Case 1: The solution of 2 mM potassium chloride (KCl) was pumped through the cell by
the suction of vacuum pump; the applied pressure difference was set at 0.2 bar. The
streaming potential was measured continuously by two Pt-electrodes. The individual
streaming potential values acquisition took place automatically with a computer using
LABVIEW program (Yu, 2010). Measurements were performed at room temperature.
Figure 4-1 shows a typical graph for a streaming potential measurement. The difference in
the electrical potential between flow (lower line in Figure 4-1) and non-flow (upper line in
Figure 4-1) mode is set equal to the streaming potential. The data of electrical potential are
given in Table 6.1 in Appendix. The individual values of the streaming potential (-2.58, -
2.69, -2.52, -2.75, -2.80, -2.90, -2.74, -2.66, -2.67, -2.71 mV) were obtained by the
difference between the average electrical potential values of flow and non-flow at each
time. A mean value of -2.70 mV was calculated with a standard deviation of 0.10 mV. The
negative sign of the streaming potential value is associated with the negative charge of the
membrane.
Results and Discussion
Role of charge effects during membrane filtration 36
Figure 4-1: Electrical potential over the NF-270 membrane at a pressure drop of 0.2 bar
with a 2 mM KCl solution at room temperature.
Case 2: The procedure for measurement of streaming potential of 5 mM sodium hydroxide
(NaOH) solution was as same as the previous measurement with 2 mM potassium chloride
(KCl) solution and the applied pressure difference was set at 0.3 bar. Figure 4-2 illustrates
a graph for a streaming potential measurement. The data of electrical potential are given in
Table 6.2 in Appendix. For this case, the individual streaming potential (-5.84, -3.61, -5.73,
-4.78, -4.33, -5, -4.41, -5.14, -5.01, -5.86 mV) values were obtained by the difference
between electrical potential values of flow and non-flow at the transition point. A mean
value of -4.97 mV was calculated with a standard deviation of 0.73 mV. The negative sign
of the streaming potential value is associated with the negative charge of the membrane.
The reason for application of this calculation method for such curves is that the calculation
as case 1 produced a high standard deviation.
0
2
4
6
8
10
12
14
0 20 40 60 80 100 120 140 160
Ele
ctri
c po
tent
ial (
mV
)
Time (s)
Results and Discussion
Role of charge effects during membrane filtration 37
Figure 4-2: Electrical potential difference over the NF-270 membrane at a pressure drop
of 0.3 bar with a 5 mM NaOH solution at room temperature.
4.1.2 Calculation of zeta potential
The streaming potential values obtained allow to calculate the zeta potential by the use of
Equation (2.2)
0
0 r
EP
η λζε ε
Δ × ×=Δ × ×
In which: ΔE is the streaming potential (V), ΔP the applied pressure that causes the
hydrodynamic flow (N/m2), ε0 the permittivity of free space, (i.e. ε0 = 8.854x10-12 F/m), εr
the dielectric constant for the electrolyte solution and η the viscosity of the electrolyte
solution. They were approximated by the dielectric constant and viscosity of pure water
(i.e. εr = 78.54 and η = 0.89x10-3 Pa.s), λ0 represents the electric conductivity of the
electrolyte solution (S/m) at 25± 20C and ζ is the zeta potential (V).
Using Equation (2.2), the values of zeta potential were obtained as shown in Table 4-1:
Table 4-1: The zeta potential values (expressed in mV) as a function of KCl concentration
at different pressure drops
KCl
concentration
(mM)
Zeta potential (mV)
Pressure drop
= 0.15 bar
Pressure drop
= 0.2 bar
Pressure drop
= 0.3 bar
Average value
1 -5.04± 0.25 -6.89± 1.21 -6.11± 1.18 -6.01± 0.76
2 -4.65± 0.39 -4.67± 0.17 -4.54± 0.53 -4.67± 0.11
5 -4.33 ± 0.76 -4.45 ± 0.31 -3.98± 0.42 -4.26± 0.20
50
55
60
65
70
75
80
85
90
95
0 20 40 60 80 100 120 140 160
Ele
ctri
c po
tent
ial (
mV
)
Time (s)
Results and Discussion
Role of charge effects during membrane filtration 38
4.1.3 Calculation of membrane surface charge density
After the zeta potential was obtained, the membrane surface charge density has been
determined according to Equation (2.3), (2.4) and (2.5)
Taking the 1 mM potassium chloride (KCl) solution at 250C and ζ = -6.01 mV, the Debye
length could be calculated by:
10
1 92
43
6.95 10 8.31 298. 9.61 10
2 9.65 10 1
C J KVm mol K m
C molmol m
κ−
− −× × ×
= = ×⎛ ⎞× × ×⎜ ⎟⎝ ⎠
The surface charge density was obtained by:
( )10 3
49 2
6.95 10 6.01 104.35 10
9.61 10e
C V CVmm m
σ− −
−−
× × − ×= = − ×
×
Similarly, the membrane surface charge density with other zeta potentials could be
calculated and the results of streaming potential coefficient (SPC), zeta potential (ζ) and
surface charge density (σe) for various electrolyte solutions are listed in Table 4-3.
4.1.4 Limitation of streaming potential and zeta potential determination
4.1.4.1 Limitation of streaming potential measurement
The most important limitation of streaming potential is the unstable results. The tangential
streaming potential measurement is easily affected by the surrounding factors and causing
the fluctuated readings. One of error curves is demonstrated in Figure 4-3.
Figure 4-3: Electrical potential over the NF-270 membrane at a pressure drop of 0.2 bar
with a 2 mM acetic acid (C2H4O2) solution at room temperature.
46
48
50
52
54
56
58
60
0 20 40 60 80 100 120 140 160
Str
eam
ing
pot
enti
al (
mV
)
Time (s)
Results and Discussion
Role of charge effects during membrane filtration 39
The reason for this error can be explained as either the influence of factors surrounding the
streaming potential set-up in the laboratory or the presence of bubbles during the
measurement although all the bubbles were tried to be removed before each measurement.
This error will lead to the lack of reproducibility of the experiment, in turn, affecting the
accuracy of the measurement values and therefore, the evaluation of parameters influence
on the membrane charge can be less precise.
4.1.4.2 Limitation of zeta potential determination
Tangential streaming potential measurement to be used for calculation of zeta potential is
interpreted by classical Helmholtz-Smoluchowski (H-S) equation. Nevertheless, some
authors have recently shown that, the membrane porous body can contribute to the
conduction phenomenon and the basic H-S relation is no more applicable in these
conditions and the values of the zeta potential can be strongly underestimated if the
membrane body conductance is not considered and the values calculated by the H-S
equation could be up to 5 – 10 times lower than those calculated by coupling streaming
potential and cell electric conductance measurement (Déon et al., 2012).
4.2 Influence of parameters
4.2.1 Influence of the pressure drop on streaming potential
The streaming potential values of a 2 mM potassium chloride (KCl) solution are
represented in Figure 4-4 as a function of pressure drop. Linear regression asserts that the
streaming potential is linearly proportional to the applied pressure drop and it negatively
increased when increasing the applied pressure. From this point, the streaming potential
coefficient can be calculated as ESPCP
Δ=Δ
which shows the development of streaming
potential as a result of an applied pressure gradient. This value is nearly constant for each
solution concentration in the measured pressure range. Therefore, for other experiments
henceforth, streaming potential determination at one single pressure drop is sufficient for
investigation of the effect of charged ions on membrane charge.
Results and Discussion
Role of charge effects during membrane filtration 40
Figure 4-4: Streaming potential for a NF-270 membrane measured with 2 mM KCl
solution at different pressure drops of 0.15, 0.2 and 0.3 bar
4.2.2 Influence of the ionic strength on membrane charge
To determine the influence of ionic strength on streaming potential, zeta potential and
membrane surface charge density were calculated on the basis of streaming potential
values obtained from the tangential streaming potential procedure which was performed
with several potassium chloride (KCl) solutions of 1 mM, 2 mM and 5 mM at applied
pressure of 0.15, 0.2 and 0.3 bar. The streaming potential values of these experiments were
summarized in Table 4-2:
Table 4-2: The streaming potential values (expressed in mV) as a function of KCl
concentration at different pressure drops.
KCl concentration
(mM)
Streaming potential (mV)
Pressure 0.15 bar Pressure 0.2 bar Pressure 0.3 bar
1 -4.54 ± 0.22 -8.28 ± 1.38 -11.02 ± 2.12
2 -2.02 ± 0.17 -2.70± 0.10 -3.94 ± 0.46
5 -0.81 ± 0.14 -1.10 ± 0.2 -1.48 ± 0.16
DI water was not used because the ionic strength was not defined. In addition, the electric
conductivity may be largely affected by small amounts of electrolyte, and there is also
minor quantity of ions in DI water. Hence, streaming potential measurements may show
fluctuations. The conversion to zeta-potential is troublesome and the physical
interpretation of the zeta-potential is hampered. To overcome these problems, a higher
y = -13.27xR² = 0.999
-‐4.5
-‐4
-‐3.5
-‐3
-‐2.5
-‐2
-‐1.5
-‐1
-‐0.5
0
0 0.05 0.1 0.15 0.2 0.25 0.3
Stre
amin
g po
tent
ial (
mV
)
ΔP (bar)
KCl 2mM
Results and Discussion
Role of charge effects during membrane filtration 41
electrolyte concentration was preferred (Yu, 2010). The streaming potential results which
are expressed in mV as a function of pressure drop are given in Figure 4-4.
Figure 4-5: Streaming potential values for NF-270 membrane as a function of applied
pressure for different KCl solution concentrations
From Figure 4-5, it is clear that the streaming potentials of the membrane decreased whilst
increasing the concentration of the potassium chloride (KCl) solution. This result was also
affirmed in the experiments of Peeters (Peeters et al., 1999). The relationship between
streaming potential of the membrane and concentration in electrolyte solution is explained
by increasing the ionic strength, the dispersion layer of EDL becomes thinner, which
causes more opposite counter-ions to enter the solvent layer, neutralizing part of negative
charge on the surface. Moreover, the high ionic strength may make the charge of
membrane surface shielded, which results in the decrease of streaming potentials (Qiu et
al., 2009).
The relation linking the streaming potential and zeta potential was already mentioned in
(Szymczyk et al., 1997), at the same applied pressure, the zeta potential of membrane for a
solution is proportional to streaming potential and therefore, with the increasing the ionic
strength of the solution, the zeta potential is also reduced. The decrease of zeta potential
with higher concentration of potassium chloride (KCl) solution is illustrated in Figure 4-6.
With 1 mM potassium chloride (KCl) solution, the zeta potential value was -6.01 mV and
y = -37.00xR² = 0.973
y = -13.27xR² = 0.999
y = -5.150xR² = 0.991
-‐14
-‐12
-‐10
-‐8
-‐6
-‐4
-‐2
0
0 0.05 0.1 0.15 0.2 0.25 0.3
Stre
amin
g po
tent
ial (
mV
)
ΔP (bar)
KCl 1mM
KCl 2mM
KCl 5mM
Results and Discussion
Role of charge effects during membrane filtration 42
this decreased to -4.26 mV at 5 mM potassium chloride (KCl) solution. This result is
reasoned by reducing the thickness of dispersion layer, the surface of shear gets closer to
the membrane surface, thus zeta potential set at fixed distance becomes lower (Afonso,
2006).
Figure 4-6: Zeta potential for a NF-270 membrane as a function KCl solution
concentrations
Although the zeta potential is considered as important indicator of membrane surface
charge density, the calculation of membrane surface charge density obtained in this
experiment is in contrast to zeta potential behavior as function of ionic strength.
Table 4-3 shows the effect of ionic strength on the zeta potential and surface charge
density in simple ion solution (potassium chloride solution). When the concentration of
potassium chloride (KCl) rose from 1 mM to 5 mM, the zeta potential values decreased but
the result for the surface charge density was different. These values increased and
dramatically increased (in absolute values) if there was the presence of solution with high
valence ions (referred to Table 4-5). Especially, when membrane was contacted with
Iron(III) Chloride (FeCl3), the surface charge density became positive. This result was the
same in the experiment of (Escoda et al., 2010, Tay et al., 2002, Schaep et al., 2001) and is
explained probably due to progressive adsorption of ions from the solution onto the
membrane material (Escoda et al., 2010). It can be stated another reason for the increase of
surface charge density based on Equation (2.3). This equation shows that although the zeta
potential decreases, the Debye length also reduces, leading the increase of surface charge
density.
-‐7
-‐6
-‐5
-‐4
-‐3
-‐2
-‐1
0
0 1 2 3 4 5
Zeta
pot
entia
l (m
V)
KCl concentration (mM)
Results and Discussion
Role of charge effects during membrane filtration 43
Table 4-3: Streaming potential coefficient, zeta potential and surface charge density of NF-
270 membrane for electrolyte solutions at different pressure drops
Solution concentration
(mM)
SPC
(mV/bar) Zeta potential
(mV)
Surface charge density
(mC/m2)
1 mM KCl -37.00 ± 4.57 -6.01 ± 0.93 -0.43 ± 0.05
2 mM KCl -13.38 ± 0.31 -4.62 ± 0.07 -0.48 ± 0.01
5 mM KCl -5.15 ± 0.25 -4.26 ± 0.24 -0.53 ± 0.02
4.2.3 Influence of the adsorption of charged particles on the membrane charge
To investigate the effect of charged particles adsorption on the membrane charge, the
different electrolyte solutions were used including: 1 mM potassium chloride (KCl)
solution, 1 mM potassium chloride and alumina (KCl solution + 100 mg/l Al2O3 30%) and
5 mM sodium hydroxide (NaOH) solution. The procedure of the assay was carried out in
accordance with the process that was described in 3.2.1.4. The results of streaming
potential and zeta potential are summarized in Table 4-4.
Results and Discussion
Role of charge effects during membrane filtration 44
Table 4-4: Streaming potential and zeta-potential for a NF-270 membrane measured with
various electrolyte solutions at pressure drop of 0.3 bar
Order Solution Streaming potential (mV)
Zeta potential (mV)
1 1 mM KCl -8.23± 0.55 -4.57 ± 0.30 1 1 mM KCl+Al2O3 30% -6.94± 0.47 -3.85 ± 0.26 2 1 mM KCl+Al2O3 30% -4.46± 0.28 -2.48 ± 0.15 3 1 mM KCl+Al2O3 30% 6.03± 0.62 3.35 ± 0.34 4 1 mM KCl+Al2O3 30% 5.89± 0.56 3.26 ± 0.31 5 1 mM KCl+Al2O3 30% 6.28± 0.43 3.48 ± 0.24 1 1 mM KCl 4.80± 0.74 2.67 ± 0.41 2 1 mM KCl 2.68± 0.17 1.49 ± 0.09 3 1 mM KCl 4.54± 0.77 2.52 ± 0.43 4 1 mM KCl 3.27± 0.25 1.81 ± 0.14 5 1 mM KCl 2.17± 0.19 1.20 ± 0.11 1 5 mM NaOH -3.20± 0.26 -11.73 ± 0.94 2 5 mM NaOH -5.76± 1.58 -21.14 ± 5.80 3 5 mM NaOH -4.97± 0.73 -18.24±2.67 4 5 mM NaOH -6.63± 0.70 -24.31 ± 2.58 5 5 mM NaOH -5.02± 0.63 -18.41 ± 2.30 1 1 mM KCl -7.87± 0.53 -4.36 ± 0.29 2 1 mM KCl -7.63± 0.55 -4.23 ± 0.31 3 1 mM KCl -9.46± 0.84 -5.25 ± 0.46 4 1 mM KCl -9.18± 0.77 -5.09 ± 0.43 5 1 mM KCl -9.08± 1.36 -5.03 ± 0.75
The experimental results in Table 4-4 reveals the reduction of the negative zeta potential in
the presence of alumina (Al2O3). From the third measurement with mixed solution, the
membrane charge value became positive (ζ = 3.35 ± 0.34 mV). After that, although a 1
mM potassium chloride (KCl) solution was fed to the membrane, the membrane surface
charge could not get back to its original (negative) charge. A probable explanation for this
phenomenon might be attributed to the adsorption of alumina particles on to the
nanofiltration membrane. The positive particles could be considered as the foulant and
bound to the negative membrane. From the experiment, it is clear that the membrane
became less negative after introduction of positive particles and retained this charge over
the fouling period. Afterwards, 5 mM sodium hydroxide (NaOH) solution with a pH of
11.10 was applied as cleaning agent to bring the membrane to its original charge. As the
average diameter of alumina particles within the pH range of 2 to 6 is 235 nm
(Hakimhashemi, 2012) which is much bigger than the average pore diameter of the NF-270
membranes of 0.84 nm (Nghiem and Hawkes, 2007), the solid particles mainly created a
Results and Discussion
Role of charge effects during membrane filtration 45
layer on the membrane surface and they could be displaced by sodium hydroxide (NaOH)
solution. The reason for this removal is attributed to the interaction between Al2O3
particles and charged membrane. The sodium hydroxide (NaOH) solution has a higher pH
(≈ 10) than the IEP of the NF-270 membrane (≈4-5), thus, it will help increasing the
negative surface charge of the membrane, at the same time, the IEP of Al2O3 particles is
around 8.9 and hence particles became negatively charged at a pH above 8.9 (Chen et al.,
2007). These things caused the re-dispersion in the aqueous media due to electrostatic
repulsion (Hakimhashemi, 2012) between alumina and membrane surface. Another
possible explanation for removal of Al2O3 particles from the membrane by sodium
hydroxide (NaOH) solution is the reaction between NaOH and Al2O3 to form NaAl(OH)4
which is soluble in the water in accordance with the equation:
Al2O3(s) + 3H2O(l) + 2NaOH(aq)→ 2NaAl(OH)4(aq)
Table 4-4 represents the zeta potential of 1 mM potassium chloride (KCl) solution; both
before applying the mixed solution of 1 mM potassium chloride and alumina (KCl +Al2O3)
and after cleaning with sodium hydroxide (NaOH). The zeta potential values at two times
are almost similar, suggesting that the membrane surface is restored close to its original
condition after being fouled and cleaned (Lawrence et al., 2006).
4.2.4 Influence of pH on the membrane charge
Figure 4-8 illustrates the zeta potentials as function of pH for NF-270 membrane
determined using 2 mM acetic acid (C2H4O2), 1 mM acetic acid (C2H4O2) + 1 mM sodium
acetate (C2H3NaO2), 2 mM sodium acetate (C2H3NaO2), and 2 mM sodium hydroxide
(NaOH) as the electrolytes. There was the decrease of zeta potential when increasing the
pH from 3.81 corresponding to 2 mM acetic acid (C2H4O2) to pH 10.52 corresponding to 2
mM sodium hydroxide (NaOH). Especially, at pH 5.01, a reversal of the sign of the
membrane surface charge was found, the zeta potential value of the membrane at pH 5.01
was -0.41 mM, demonstrating the alteration of membrane charge from positive to negative.
Then, the zeta potential became negative and increased in absolute value as a function of
pH. This result is consistent with the literature review regarding the effect of pH on the
membrane charge and was also confirmed by many experiments of others (Childress and
Elimelech, 2000, Bellona and Drewes, 2005). The result of this experiment can be
explained by the reaction of carboxyl and piperazine functional groups that would be
expected on the membrane surface. The positive surface charge below the IEP would result
Results and Discussion
Role of charge effects during membrane filtration 46
from the protonation of the piperazine functional groups at low pH value, and the negative
charge above the IEP would result from deprotonation of the carboxyl groups (Childress
and Elimelech, 2000). The protonation of piperazine group and deprotonation of carboxyl
group are illustrated in Figure 4-7 (Bishnoi and Rochelle, 2000)
(a) (b)
(c) (d)
Figure 4-7: Representation of the structure of piperazine (a), protonated piperazine (b),
carboxy (c) and deprotonated carboxyl (d)
Figure 4-8: Zeta potential for NF-270 membrane as a function of pH with 2 mM acetic
acid (C2H4O2), 1 mM acetic acid (C2H4O2) + 1 mM sodium acetate (C2H3NaO2), 2 mM
sodium acetate (C2H3NaO2), and 2 mM sodium hydroxide (NaOH)
According to Figure 4-8, the IEP of NF-270 membrane is around 4.8. This value also
complies with the findings in the study of Ozaki and Li (2002) and Wai Lin et al. (2007)
which showed that the IEP of NF-270 membrane was around 5.3. This value is also in the
range of the IEP for polyamide based NF membranes that is 3.5 – 6 (Ramaswamy et al.,
2013)
-‐30.00
-‐20.00
-‐10.00
0.00
10.00
20.00
30.00
0 2 4 6 8 10 12
Zeta
pot
entia
l (m
V)
pH
Results and Discussion
Role of charge effects during membrane filtration 47
4.2.5 Influence of electrolyte type on the membrane charge
Through the experimental procedure with monovalent salt (KCl) and multivalent salts
(CaCl2, FeCl3), which was stated in 3.2.1.6, the influence of various electrolyte types was
observed. From the assessment of the change in zeta potential values, the effect of cation
adsorption on the membrane surface was revealed. At the same time, the determination of
membrane surface density also provided the evidence about the adsorption effect of ions
on the membrane surface. All the data are provided in Table 4-5.
Table 4-5: Streaming potentials, zeta potentials and surface charge density of NF-270
membrane as a function of different electrolyte solutions at applied pressure of 0.2 bar
Order Solution pH Streaming potential
(mV)
Zeta potential (mV)
Surface charge density (mC/m2)
1 2mM KCl 6.22 -2.52± 0.35 -4.36± 0.61 -0.45± 0.06 1 2mM CaCl2
6.99 -1.54± 0.29 -4.14± 0.79 -0.73±0.14
2 2mM CaCl2 -1.02± 0.08 -2.74± 0.22 -0.49±0.04 3 2mM CaCl2 -1.17± 0.38 -3.15± 1.03 -0.56±0.18 1 2mM KCl
6.22 -1.81± 0.47 -3.13± 0.82 -0.32±0.08
2 2mM KCl -1.76± 0.17 -3.03± 0.29 -0.31±0.03 3 2mM KCl -1.67± 0.30 -2.89± 0.53 -0.29±0.05 1 2mM FeCl3
3.08 3.77± 0.86 22.90± 5.21 5.96±1.46
2 2mM FeCl3 6.39± 0.38 38.86± 2.28 10.67±0.75 3 2mM FeCl3 5.95± 0.36 36.15± 2.17 9.83±0.68 1 2mM KCl
6.22
3.13± 0.59 5.40± 0.97 0.55±0.09 2 2mM KCl 3.23± 0.52 5.58± 0.89 0.57±0.09 3 2mM KCl 4.21± 0.57 7.27± 0.99 0.75±0.10 4 2mM KCl 2.51± 0.26 4.34± 0.45 0.44±0.04 5 2mM KCl 2.28± 0.13 3.94± 0.22 0.40±0.02
This experiment recognized that the membrane charge showed a different behavior
depending on the type of the background electrolyte which it was put in contact with. The
data in Table 4-5 generally shows an slight decrease in negative value of zeta potential
when calcium chloride (CaCl2) was used as electrolyte and this in turn indicates the
importance of the role of positive calcium ions binding to the negatively charged
membrane (Lawrence et al., 2006). At pH value is around 6-7, the membrane is negatively
charged which leads to the adsorption of Ca2+ ions on the membrane surface and hence,
reduces its negative charge. This result is in agreement with the observation made by
Teixeira et al. (2005) as well as Lawrence et al. (2006) and others.
Results and Discussion
Role of charge effects during membrane filtration 48
After the experiment with calcium chloride (CaCl2), 2 mM potassium chloride (KCl)
solution was introduced again to the membrane cell to remove the Ca2+ ions. However, the
zeta-potential values could not become similar to the initial values, probably because an
amount of Ca2+ ions still stayed on the membrane surface.
The zeta potential values of NF-270 membrane with 2 mM Iron(III) chloride solution
(FeCl3) demonstrated that the membrane became positively charged when contacting with
this solution. Firstly, this result may be related to the influence of pH on the membrane
charge, since the pH of 2 mM Iron(III) chloride (FeCl3) solution is only 3. This value is
below the IEP of the membrane and thus makes the membrane charge becoming positive.
On the other hand, the zeta potential of the NF-270 membrane measured with 2 mM FeCl3
solution is much higher than the one with 2 mM acid acetic solution although its pH is near
the pH value of 2 mM acetic acid (C2H4O2) solution. The explanation of this phenomenon
could be attributed to the adsorption of Fe3+ ion to the membrane surface. Due to the
influence of Fe3+ binding, the membrane had a highly positive value which could not be
returned to negative value even if the 2 mM potassium chloride (KCl) solution was passed
through the cell for five times. Hence, the adsorption of Fe3+ is irreversible.
4.2.6 Influence of flow rate on streaming potential
As described in the 3.2.1.7 of Chapter 3, six data series of streaming potential and channel
height were obtained and given in Table 4-6
Table 4-6: The streaming potential values measured for a NF-270 membrane with different
flow rate of 2 mM KCl solution at 0.2 bar
Order Flow rate (l/m)
Streaming potential (mV)
Channel height (mm)
1 0.43 -2.21 0.65 2 0.42 -3.44 0.64 3 0.47 -3.71 0.70 1 0.42 -2.26 0.63 2 0.48 -2.31 0.72 3 0.52 -3.36 0.78
Based on these data, Spotfire S+ program was used for investigating the relation between
the flow rate and the streaming potential value. The following results were obtained
*** Linear Model ***
Call: lm(formula = sp ~ fr, data = SDF9, na.action = na.exclude)
Results and Discussion
Role of charge effects during membrane filtration 49
Residuals:
1 2 3 4 5 6
0.5154 -0.7653 -0.7629 0.3894 0.7068 -0.08347
Coefficients:
Value Std. Error t value Pr(>|t|)
(Intercept) 0.0112 3.8327 0.0029 0.9978
fr -6.3347 8.3678 -0.7570 0.4912
Residual standard error: 0.7231 on 4 degrees of freedom
Multiple R-Squared: 0.1253 Adjusted R-squared: -0.09335
F-statistic: 0.5731 on 1 and 4 degrees of freedom, the p-value is 0.4912
95% confidence interval on the regression parameter:
> -6.3347 + 8.3678 * qt(0.975, 4)
[1] 16.89804
> -6.3347 - 8.3678 * qt(0.975, 4)
[1] -29.56744
The Multiple R-squared is only 0.1253 and 95% confidence interval of the slope is in the
range of [-29.57; 16.90]. This range contains the value 0, therefore, it can be concluded
that there is no significant effect of flow rate on streaming potential value.
4.2.7 Rejection of pharmaceuticals as a function of pH
4.2.7.1 The permeate flux of membrane
The flux of the membrane is the volume of permeate passing through the membrane per
unit area and time (Figure 4-9). In general, the permeate flux of the applied solution during
the filtration was quite stable. Since there was only a slight reduction of the permeate flux
from 29 liter /m2.hour to 25 liter /m2.hour. Therefore, it can be suggested that there is no
effect of fouling on the membrane during the filtration process. This gentle reduction can
be explained as the compaction of membrane under high pressure. Moreover, the increase
of osmotic pressure might play a role for the decrease of permeate flux during filtration
process at each pH. During the filtration, there was the growth of feed solution
concentration due to the extract of permeate and recirculation of concentrate, causing the
higher osmotic pressure and resulting in flux decline. However, this effect is indeed minor
and reversible; the main reason for flux reduction is considered as the membrane
compaction consequence. The phenomenon of flux decline for clean membrane has also
been mentioned in previous study (Bui, 2012).
Results and Discussion
Role of charge effects during membrane filtration 50
Figure 4-9: Permeate flux as function of time with sodium salicylate for NF-270
membrane
4.2.7.2 Rejection of sodium salicylate as the function of pH
The rejection values of sodium salicylate are described in this section. The concentration
and the pH of the feed solution and of the permeate solution received after the filtration
experiments with NF-270 membranes as a function of pH are illustrated in Table 4-7:
Table 4-7: pH and sodium salicylate concentration (expressed in mM) obtained after four
filtration experiments with NF-270 membrane. The feed solution contained 5 mM KCl and
0.5 mM sodium salicylate
Experiment 1 Experiment 2 Experiment 3 Experiment 4
pH C
(mM)
pH C
(mM)
pH C
(mM)
pH C
(mM)
Feed before 10.00 0.50 6.50 0.51 4.00 0.53 3.00 0.54
Permeate 10.00 0.09 6.50 0.21 4.00 0.32 3.00 0.44
Feed after 10.00 0.64 6.50 0.60 4.00 0.68 3.00 0.59
Feed+ Permeate 10.00 0.52 6.50 0.52 4.00 0.54
The data in Table 4-7 were applied in Equation (2.8) for calculation of the rejection of
sodium salicylate, in which the zeta potential values could be taken from the zeta potential
0
0.01
0.02
0.03
0.04
0.05
0.06
0.07
0 2 4 6 8 10 12 14 16 18 20 22 24 26 28 30 32 34 36 38 40 42
Perm
eate
flux
(m3 /m
2 .h
our)
Time (hour)
pH6.5 pH4 pH3pH10
Results and Discussion
Role of charge effects during membrane filtration 51
values as function of pH that were calculated in 4.2.3 and 4.2.4. The summary of the
calculations is described in Table 4-8.
Table 4-8: Rejection values of sodium salicylate as a function of feed solution pH with
NF-270 membranes
pH Ion valence Zeta potential (mV) Rejection (%)
10 -1 -24 93%
6.5 -1 -5 66%
4 -1/0 (91/9) 1 37%
3 -1/0 (50/50) 2 14%
These results are schematized in Figure 4-10
Figure 4-10: Rejection of sodium salicylate as a function of feed solution pH with NF-270
membrane
The rejection values of sodium salicylate demonstrated that the rejection of this salt by the
NF-270 membrane increased with increasing the pH. A first probable reason for this
phenomenon could be attributed to the electrostatic interaction between the charged
membrane surface and charged pharmaceuticals. As the pKa of sodium salicylate is around
3 (Jaskari et al., 2000), this salt can be considered as a negatively charged solute in the
range of pH from 4 to 10. The electrostatic interaction is dependent on the change of
0
10
20
30
40
50
60
70
80
90
100
0 2 4 6 8 10
Salt
reje
ctio
n (%
)
pH
Results and Discussion
Role of charge effects during membrane filtration 52
membrane charge as a function of feed solution pH. As the pH increased, the membrane
became more negatively charged and hence the salicylate anion was increasingly repelled
from the membrane surface, which largely improved the rejection.
At pH 10, the membrane was highly negatively charged, so the rejection that was observed
was high (approximately 93%), due to electrostatic repulsion between negatively charged
solutes and the negatively charged membrane surface. At pH 6.5, as the pH decreased, the
membrane became less negatively charged, making the electrostatic repulsion turned to be
declined. Although the rejection was less than that at pH 10, the surface charge was
apparently still sufficiently high to maintain electrostatic repulsion and caused the rather
high rejection values (Verliefde et al., 2008).
At pH 4 which was near the IEP of the membrane, the membrane charge was either equal
to zero or slightly positive while the solute charge was negative (90% was negatively
charged ions and 10% was neutral). The solutes could act as counterions of the membrane
surface charge, therefore instead of electrostatic repulsion, a weak attractive interaction
between the membrane and the solutes started occurring, resulting in a lower rejection
capacity of the membrane. Finally, when the pH decreased to 3, the membrane charge was
more positive, and the solute was present in both the negatively charged and neutral form
(50% was negatively charged ions and 50% was neutral), leading to stronger attraction
between the membrane surface and negatively charged solutes, hence, the rejection value
at this pH was very low which was only 14%. In addition, the reason for the low rejection
of sodium salicylate at pH 3 and 4 is also explained more details with the concept of
“charge concentration polarization” by Verliefde et al. (2008). Because of solutes were
attracted towards the oppositely charged membrane, the concentration of negatively charge
solutes at the membrane surface increased compared to the bulk solution, which resulted in
lower observed rejection values.
Moreover, pH 4 and pH 3 are two special pH values in which pH 4 is closed to the IEP of
the NF-270 membrane and pH 3 is the pKa of sodium salicylate. At these two pH values,
the membrane and pharmaceutical solutes could have the positive (negative) charge or
neutral. For these cases, beside the effect of electrostatic interaction, the sieving effect also
played a role in filtration of the membrane. However, because the molar mass of sodium
salicylate (160 g/mol) is less than the MWCO of the NF-270 membrane, thus, it could give
Results and Discussion
Role of charge effects during membrane filtration 53
the low rejection ability for the membrane and it is also logical that a low rejection ability
for the membrane was observed in the case of attractive electrostatic interactions.
Besides the factors that affect the retention of sodium salicylate as mentioned above, the
hydrophobic interaction also played an important role for this acidic pharmaceutical. The
hydrophobicity of sodium salicylate at various pH values was calculated in accordance
with Equation (3.1) and gave the results as presented in Table 4-9.
Table 4-9: Some physico-chemical characteristics of sodium salicylate (Log Kow = 1.5 and
pKa = 3)
pH Charge at pH value Log D(pH)
10 -1 -5.50
6.5 -1 -2.00
4 -1/0 (91/9) 0.45
3 -1/0 (50/50) 1.20
It is clear that there was a dramatic increase in the hydrophobicity of this solute whilst the
pH value decreased, leading to the increase in binding of sodium salicylate to the
hydrophobic groups of the NF-270 membrane and hence reduced the affinity of this solute
to the solvent. This phenomenon also contributed to the reduction in rejection of sodium
salicylate by NF membrane.
Conclusions and Recommendations
Role of charge effects during membrane filtration 54
Chapter 5 CONCLUSIONS AND RECOMMENDATIONS
5.1 Conclusions
The aim of this dissertation was to study the electrokinetic characteristics of thin film
composite nanofiltration membrane. The well-known commercial NF-270 nanofiltration
membrane was applied for these experiments.
In the first part of this work, a series of experiments with tangential streaming potential
measurements was carried out for evaluation of the membrane surface charge
characteristics under the influence of parameters such as pH, ionic strength and type of
solute. The streaming potential results obtained through the experiments were used for
calculation of the zeta potential, which is frequently used as indicative parameter to assess
the membrane surface charge. As expected, it can be found in all experiments that the zeta
potential values decreased when ionic strength increased and increased with the increasing
of pH. The dependence of zeta potential on ionic strength can be explained based on the
EDL theory and the dependence on pH values can be attributed to the
protonation/deprotonation of functional groups on the membrane surface. Interestingly, the
membrane surface charge density calculated in the experiments with mono-valent and
multi-valent ions increased in absolute value with the growth of the ionic strength even
though the zeta potential declined. Besides, the reported results also provided evidence that
the adsorption of positively charged ions and particles such as Fe3+ and Al2O3, respectively
on the membrane surface can cause the zeta potential less negative. Surprisingly, the
binding of Fe3+ on membrane surface was significant in alteration of the membrane charge,
whereby the membrane became positively charged and remained this charge even though
there was the sweeping of potassium chloride (KCl) solution through the membrane.
Regarding the IEP of NF-270 membrane, the experiments in this work detected that this
value was 4.8. Although this result was in agreement with other studies, it was slightly
higher than that in some other experiments with the same solution.
The second part of this work focused on filtration experiments with NF-270 membranes
using sodium salicylate as solute at different pH values. As expected, the rejection values
were reduced at lower pH values. The high rejection percentage of NF at higher pH seems
to be dependent on the electrostatic repulsion between the organic anions and the
Conclusions and Recommendations
Role of charge effects during membrane filtration 55
negatively charged membrane surface. At lower pH, the effect of electrostatic repulsion
vanished and was replaced by an electrostatic attraction which lead to a reduced rejection
efficiency of NF. In addition, steric hindrance and hydrophobicity of the organic solute
might also contribute to the influence on rejection value.
Through the experiments done in this thesis, it can be concluded that electrostatic
interaction between the charged membrane surface and a charged solute is an inherent
characteristic of nanofiltration membrane, which gives significant effects during the
filtration process, and increases the filtration efficiency of the membrane. This property
becomes more important since the most common application of NF membranes is water
softening and removal of dissolved organic matter.
5.2 Recommendations for future works
This thesis has investigated and observed an important influence of charge during the
membrane performance. However, this work still contains limitations that need to be
considered in further studies.
Firstly, the electrokinetic properties of the membrane were determined by using tangential
streaming potential measurements. However, due to the limitations of this method stated in
this dissertation, another way which can be suggested for checking the membrane charge
properties is transmembrane streaming potential measurements. This method can reflect
the global composite membrane charge properties, which include the charge properties of
the thin membrane skin, as well as of the support layer and the walls of the support pores
(Chen et al., 2007b). Hence, this set-up shall give more exact results on the overall charge
of composite membranes.
Secondly, the IEP of NF-270 observed in this experiment was slightly higher than in other
articles, even though the experiment was duplicated. Therefore, further research should be
done to verify the IEP.
Moreover, regarding the calculation of βcharge according to Equation (2.7), the ζ- potential
was used instead of membrane surface potential. However, ζ- potential does not always
accurately represent the real membrane potential that is needed for this calculation
(Verliefde, 2008). Therefore, better methods to describe the membrane potential should be
studied so that the prediction of the rejection of charged organic solutes will be more
accurate.
Conclusions and Recommendations
Role of charge effects during membrane filtration 56
In addition, the filtration experiments here were only carried out with sodium salicylate
which was negatively charged at all values of tested pH. In the future, more experiments
with various types of negatively charged, neutral and positively charged organic solutes
should be conducted to have a clearer investigation of the influence of electrostatic
interaction on the retention efficiency of NF membrane.
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