~e~fi~~Zjo~,3~ {1980) 59-103 Q Ekevier Scientific Publishing Company,
Einar
Yaxthiasson
Oiv.
of
food
P.0.B.
50,
and Bjiirn
Engineerinq,
S-230
53
Xmst.er&m
in The Netherlands
Sivik
Lund
Alnarp,
University,
Sweden
ABSTRACT Concentration the membrane
polarization
processes
theoretical
Qny
tical
the
of
coupled
these
tions
studies for
models
for
which
on this
concentration
makes
use
the
of flow
the
reason
negative
the
serious
on the
limitation
transmembrane
phenomena have resulted
polarization.
of
for
influence
polarization
system
represent kinds
is often to its
nonlinear
solutions
!lifferent
due
In most
of
the equations
some
assumptions
of
of
them,
in order
in mathema-
solutions
continuity
of
flux.
are sought
and motion.
to simplify
Each
the equa-
phenomenon.
systems
have
been
constructed
in order to reduce the
concentration polarization, The aim OF these flaw systems has majnly been to improve
the mass
Foufino other
transport
often
attention
that
sisted
of recognizing
Later,
efforts
of altering rid
a1 ter
of
the
the
until
Also,
late
membrane
surface
back
to
polarization,
the but
bulk can
solution, also
have
and
1,
~~TRO~~~T~OPl
to fouling as such
negative
of
the
to change
ten
and
to rough?y
effects
feed the
to fifteen
have
solution
years
identify
basically
ago mostly the
foulant.
followed
by a pretreatment
hydrodynamics
of
con-
the
paths
to change
the membrane
module
or or
to
itse7 fthe
of the
lately
oonents
the
basic
revealed
filtration
by the membrane. to the membrane
mechanisms
of
fouling
attracted
little
attention
when for example fouling of an RO sea water desafination
be subdivided
*hey
rejected
fact
seventies
studies
In membrane
the
foulant,
unveiling
could
drawn
composition
membrane
the
membrane
was
to avoid
the
"owever,
the
the
of concentration
reasons.
The
get
from
is a result
into
four
chemistry
and
iq closer
detail
processes Before surface
consecutive physics some
some
steady
of of
of the
state
is bigger
than
steps. fouling the
have
responsible
components
the
in the
convective
that
being
due
flow
takes place at the membrane surface. This
wellknowr
phenomena
on
phenomena.
solution
are
of
cum-
to diffusion
bulk solution_ 8ecause of this an accumulation of the rejected
performed
these
backflow
component
is called
concen-
to
60
MAITHIASSON
tration
polarization
due to
ated
its
with
negative
concentration
on the
problem
transmembrane
polarization
in ~mbr~ne
flux,
Negative
operations
aspects
associ-
are: the driving
for the filtration. If the wall concentration
2.
orecipitation static
or formation
of solute
of a gel
reaches
the saturation
on the membrane
surface
concentratjon,
increases
the
hydro-
resistance. High
3, for
a serious
is often
influence
An increase in chemical potential at the surface reduces
1. force
{CPf a It
AND SIVEK
4.
of solute
concentration
changes
in comoosition
at
the membrane
of the membrane
The deposition of solute on the
te-istic
material
interface
increases
due to chemical
the
can change the separation charac-
surface
of the membrane.
As a consequence commercial
of all
plants
negative
these
is only
Z-10% of the
factors
the
transmembrane
transmembrane
fluxes
for pure
fluxes
in
water.
Therefore it is extremly important to make some efforts in order to reduce
However it
concentration polarization. behaviour as a consequence Fovling
is
permeate
2, 3,
Particulate fouling ChemicaJ reaction fouling
4.
Corrosion
foul i ng
5.
Biological
foul inq
the
is
is
on the
fJux_
possible
then
said
surface
the
to explain
to mxur
the
as well.
of the membrane
this
is applied
to membrane in some cases caused
phenomenon
that
is
macromoJecuJes
to solid
in the
heat
transfer
surf&es
but
is
partly
surfaces. an irreversible
by CP in its
development of strong If the 5~7 is aiso
gel,
true
In the
attractions strongly
adsorption sense
is
fouling
of macromolecules
reversible
gel
lacking
diffussion
is
while
forces
hindered
between by the
between the macromolecules in the yeJattached to the membrane surface the system
very hard to alter, even by washing procedures.
Another
difference
is
that
while the analysis of CP requires essentially
mathematics, fouling requires knowledge about physical chemistry 2
2.1
as weJJ-
~~NCENT~TI~N P~LAR~~ATI~N MATHEMATICAL DEVELOPMENTS in order
flux
fouJing
Freezing fouling, 6. This classification Fouling
always
Epstein (77) classifies
the
Precioitation
gel: formation
not
Fouling
of material
1,
appl icable
is
of CP only,
an accumulation
decreases
also
risks
attack.
to be abJe
one must understand
the
to deal transport
with
the
problem
phenomena
at
of concentration the membrane-solute
polarization interface.
iS
Steady flow reverse osmosis systems are rather well defined from
fluid
mechanical
viewpoint. This means that mathematical ana'lysis using the basic equations of
fluid
dynamic and convective
efforts
have
been
concentration
distribution
the transmembrane flux.
nonlinear
transoort are expected
analytical
made to develop
to be reliable.
rrtodels
to
be abfe
tots
of
to predict
the
normal t0 the membrane surface and its influence on In most
them, solutions
of
system of the equations
the
coupled
of change (1) ‘.
Dn ,=-p(3
Equation of continuity
are sought for
* “v,
(11
Equat-Ton of motion
(2)
Equation of continuity
for
= D 7’
solute
C
i3)
Each of these inodels makes use of some assumptions in order LO simulify the
equations
which represent
the
phenomena.
The wall
velocity
is usually
given
by
the expression
JV
= A
(A?
and the
-
AJ)
selectivity
of
the membrane by the rejection
ilararketer
R, where
r
Reverse
2,l.f
fi)
the unstirred
of
interest
applications where
osmosis
Unstirred
like
the shear
for
systems.
Analytical
stress
The most
studies
simple
of
in the flow
to obtain
a model
osmosis
kind of and for
pharmaceutical
system
reverse
of this
of membrane characteristics
ultrafiltration
the membrane surface together
cell
batch cell. for studies
tive is therefore
conditions
system
batch
systems
IS
are pr-imar-11y
some industrial
and biotDgfca1
solutfons
can damage the product.
that predicts
system
concentration
The main objet-
polarization
at
and the Dermeate flux as a function of time and operation
a given membrane characteristic.
with experimental
These
data to determine
analysis
can be used
the membrane constant
A and the
rejection characteristics R.
In the analysis
of unstirred
batch cell
systel,,s the general
assumptions
are
MATTHIASSON
62
that
the
tration that
length is
the
solved
with
is
the
C KL
Y,1
C (L
-1
IJv!
C (t,
at the
the
cylinder
unnoticable
system the
far
becomes
is
long
enough
so that
any
away from the membrane surface Mith
semi-infinit.
differential
boundary
equation
for
these
the
(Fig,
assumptions
countinuity
concen-
This
means
solute
in
the
0)
infinity_ membrane
(7) (81
+ I) dyC (t’
boundary at
the
‘I=
(I-R)
conditions
beginning
The third
!J,!
state (t=O)
boundary
C (t,
that the concentration is uniform in the
and changes
condition
(9)
0)
gives
in concentration
are
the
of
mass balance
surface.
(
Diffusion -Dd%y
tttwttw
rdiiiiiii \
Convection JVC
\Membrane
Unstirred
form
condition
= co
system
1,
I)_
in
the problem to be
of the
Piston
Fi?
increase
SIVIK
= Co
The two first whole
of
AND
batch
eel I _
not noticed solute
at
MATTHIASSON
AN3
Dresner
(2)
osmotic
pressure
flux,
analysed
and that
case
this
can
be
the closed-form
neglected
with
(8 = FofAp4),
is comrtfetelv
the assumptions
which
means
impermeable
so laolace
that
constant
to solute
oermeat
(R=l).
transforma~ioR
can
the
In this be used
11
) erfc
( K/Z)
+ VT
e -7l/a
+ -?_
(IO)
‘f 2 ?1 = -JoD
where
means that
large
to
solution
cg-‘=l-(--t
(11) the concentration
polarization
increases
1 ~nearly
with
time
nonldeal
membrane
for
TV_
Paridon
et
af
(0 < P -< I)_
c. -
<
I =&
(3)
extended
Bv usino
I-
LP-8
Liu and Williams get
mathematically
above become ‘finear
c \*
This
svstem
the membrane
the equations
obtain
63
SIVIK
a soTutinn
(ZR-1)
(4) over
B in the c~llcwintl
this
Laolace
did the
e
analysis
to be valid
transformation
they
1+
i
for
cot
the solution
,F(P-1 )
also
e.ctend
entire
this
analvsis
~o~centr-~tior
field
bv usino :lhich
Laolace
accounts
technique for
all
to
P and
for-q
(13)
The value This
of
“c’ at which
equation
similar
analvsis
is
the equation
therefore where
they
most useful not
another
above
breakes
when E<
of
dow Yahlab
solutions.
increases et al
(142)
as B decreases. have done
a
MTTHIASSOM et
Vakano when
account
to
al
(5) analysed
constant the
rential
osmotic
(R=l)
solute
case
pressure
breakes
integral
method
polynomial
which
them
treated
the
the in an
to be non-ideal
1
profile
was
of
diffeIn the
the series
B#O
also
of
integral
into
the
technique_
approximated
thickness
o f the
gets
apply
an
as a cubic
the
concentration
method
by treating
technique. analysis
result
but
in this
case
the
membrane
was
r
(161
~>a
cO
IJiiTiam
(6;
1-C <
but when
therefore
Their
(t-7/d3
co + (c/_c)
results
a similar
(O. -
by Runge-Kutta
time-varying
one
Taking
to be impermeable
expansion
They did
iterative
flux.
membrane
a series
time.
results
performed
the
by using
equations
permeate
Dresner
of
is the
approximation
(4)
assuming
numerically
with
diffusion
of constant
concentration
a(?)
improved
and blilliams
taken
was
and
problem
agree
in which
convective
instead
down at low value
1 ayer _ They
as zeroth
L
the
were
in n/a where
boundary
non-linear
(B>O) -
solved
when B=O the results
solution
c =
pressure
they
eqtiation
the
is assuqed
AND SIVIK
used
a Perturbation
Liu and Williams
technique
extended
to study
his
results
the
limiting
to account
case
for
all
when values
yieldino
R,
(17) irhere
=
?’
and
r.R
Using an iterative for
the
case
analysis
good
aocroach
\/hen T"-~
to account
As mentioned aqreement
intermediate
with
(18) they
I fixed
s,
for
by Liu
range
2 -,I?
T”=
able
tiu
to get
an assymptotic
and blilliam
(4)
extended
solution
this
3 > 1-B. and
William
experimental
of
were also
and R=l. (4) al7
for
data
time where
these
these
analyses
certain
theories
range don’t
mentioned
of
time.
above
better
agree
show
6ut there than
is
an
105: rrith
:xoeriments, Bellucio cal
solution
Comparisons
for
the (ii)
theoretical velocity of motion
Pozzy
and and of
(7)
tried
approximate
the
solution
intermediate
range
Lamin ar flair
systems.
profile must
that
of
of
flow
with
problem two
both
analyses
experiments
with show
an exact good
shoir good
numeri-
agreement.
agreement
even
time. In comparison systems
must be taken
be solved.
this
These
analysis.
numerical
treatment
to solve
In laminar
to
the
unstirred
are much more complicated into
account.
reverse
This
osmosis
batch
cell
because
system of
the
means
that
the
systems
both
the vetocity
equation
MATTHIASSON
and the the
AND
concentration
feed
65
SIVIK
channel
boundary (Fig.
layers
are
developing
in the
entrance
2. Development
of
2)_
Epb Fig.
region
e
of momentum and concentration
boundary
layers
alonq
the
sur-
boundary
layer
is much
face in membrane filtration.
As the thinner
molecular
than
enough
the
fluid
over
the
solute rization
region
analyzed
laminar rqhich
obtained
By using
But if
the membrane
channel
the
Thus there are concentration gradient
downstream
region
where
the
is
long
two different is increasing gradient
as
extends
at
flow
between
linearizes the
Ceveque closed
parallel
the
channel
plates,
problem.
inlet
simplification form solution
and complete for for
He assumed
The velocity
the the
velocity
the
profile
rejection
of
profile
concentration
pola-
CJCb.
entrance
1 + 1.536
developed
an approximate
modulus
L
and the
concentration
completely_
where
the
to be fully
For the
layer.
jt
to be constant
was assumed.
Plresner
fill
the
channel.
(2)
taken
slow,
bollndary
moves dowrlwards
flux
is
will
entrance
entire
Dresner permeate
velocity
gradients
the
regimes,
was
the
both
diffusion
region
the
solution
were:
5 l/3
(19)
.-. L -=
w
l+<+Sil
-
exp (- 503)) I
< > O-02
(201
‘b where
<=
J; h-L 3 IJ, D *
(21)
l'LcTT!iIASSON AND SIVIK
the downstream region
and for
J* hz 122) %Equation
20 was extended
Sherwood analysis.
et
al
Their
fisher
et
al
(9)
anafysed
solution
(12)
valid
for
orobfem
short
(ICI}. A great f)oshi (22)
studied grad
did
for
It
has been
surface
were
Doshi
et
faminar
tube
flow
Graexz-type
of
betireen rhe
bulk
significant
(27)
out
flo\i
on the
La1 tube
flolr-
type
they
free
and forced
la t ions
found
6y assuming out
that
result
profile. free
analysed
the
dolrnstream
control
the
numbnr in terms
(33)
et al
solution, this al
been
done
and Williams
19),
Dresner
(ZO),
and Srinivasan
(231,
(241,
fiber
Later
improved at
density
and
has alSo been
Tsao
(Z&30)_
Wino-
reverse
Danavati
these
analyses.
the membrane differences
This could cause a secondary free Ramanadhan and Gil 1 (34) treated that free convection can have Hendricks et al (35) and Johnson
convection buoyancy
due to buoyancy effect
7‘n boundary
behaviour,
of Raylei gh number
effects
in laminar
layer
recjion (about
system
series
have
hollow
have
wall
solved
geometry
of solute
layer.
effects.
the mass transfer
the
This
significant
that
(78, (20)
was
of Gil 1 et
plates
Liu
Bansal
al
indicate
velocity
(37) for
convection
for- Sherwood
boundary
(11)
Hendricks
to analyse
and
et
create
buoyancy
confirmed
and Gill
Bansal
concentrations
could
Their
have exoerimentally
exists-
high
39),
system
(nonlinear
solution
tubes.
First
and Gil?
and the of the
analytically. influence
that
systems
because
Derzansky
like
the
Dresner
inside
(26).
and Vinayak
solution
flow
problem
flow
al
Brian
(13),
(16,
This
flux
parallel
(131,
solution.
pertubation
wef’l with
and Tien
investigators
in tubes_
inlet.
between
using numerical
permeate
by using
Sourirajan
laminar
flow
Sourirajan
Hermans
pointed
in laminar
convective
like
(21).
(32)
an exact
channel
of flow
and Rao and Sirkas
systems
as Dresner
variable
agree
Srinivasan
others
(25)
results
analyse
by several
(3:),
(36)
to account
with
obtained
from the
of analysis
(15),
also
al
this
al
well
but with
investigators
and Esoosito
et al
clsmosis
et
(8)
work to laminar
(IO)
and his
other et
al
The results,
number
of
and Elellucci Tien
al
same system
very
this
et
distances
numerically
by number
the
agreed
extended
also analysed by Giil boundary conditions).
{14),
et
_
systems
are
by Gill
horizon-
to be of Leveque
16 diameters)
in their
both
results
corre-
were ootained-
!jh : 0.434
Ra”’
Re = 540
(231
Sh = 0,485
RF
Re > 980
(24)
Chana and Guin was that
when the
(35)
studied
product
the
of the
same system
dimensionless
as Derzansky permeation
and Gill, velocity
(v,}
Their and
result
?lATTHIASSON
sayleigh
AM3
number
mechanism. tive
SIVIK
exceeds
Correlations
transition
effect
on
l/3
Sherwood
length
osmosis
(vw Ra)
at
process)
number
which
where
free
a significant
Sh_and
the
convection
presented
transport pseudo
begins
effec-
to
have
as
WJ)
(26)
-0.16’
and
and
the
numerical
sponding value
salt
varies
with
for
the
one-dimensional
variables-
they
able
were
in the
(iii)
convenient nar
exists
film
is
stance
to
membrarle
radius
Qtber
Reynolds
number
of curvature.
any
film
by convection
are
very
and
effects high
of
so the
are
this
for
in
diffusion.
this The
thickness
oistri-
is very
of
thin
outside
all
la-
gradient rhe
model
resiis
that
to the
oermeare
because
flolr lami-
the
qerpendicular
neglected
film
results
kind
Concentration
the
the axes
R which
a very
flow
accounts made
and
the velocity
for
a
oresented,
fi'lm model
model
transfer
are
used
solution
Nernst
The bulk
are
the mass
and
they
characteristics
Khis
which
that
while
curvature
analytical
problem
concentration.
assumptions
mainly
and
polarization
value
to
3)_
presence
tiJo parameters
transfer (Fig.
The precise polarization
the
flo:g is turbulent:
According
laminar
is neglected
occurs
mass
(41). surface
in the
these critical
corre-
confirmed.
concentration
The so called
and has unifotm
transfer.
surface
the
Brian
the
be constant
and
tlhen the
complex.
at
taken
pumber
systems.
in solving
exist
were those
concentration.
and
membrane
to
flow
polarization
was
by the membrane
give
polari-
approximation
to predict
In the
problem.
wall
40)
convection
the
that
is rather
turbulent
Ipass
axial
curves
maximum
concentration
determined
(9,
only
the
ratio
To be able
By making a diagram draw
fluid
therefore
does
are
of maximum
al
rrhich
concentration
integral
concentration
rejection
o f maximum
to analyse
and useful et
film
occurence
Turbulent
in the
Sherk/ood minar
to
presence
bution
R at
distance.
axial
between
By using
maximum
salt
the
that
(R).
of
of
parameter
exist
ooerating
the connection
parameter
value
model
oarametet-s
studied
an existence
a particular
of rejection
conditions
(39)
rejection
analysis
to
occurs
Wo
Tien
and
Srinivasan zation
to
(the
becomes
v,, Ra > 7~10~
for
t+e
transoort
assymptotic
Ztr
reverse
free
(vbl Pa) o*166
= 1.19
tr
7~10~
for
length
the
Shm = 1.09
z
about
flux
is
Schmidts
is small
compared
68
MATTHIASSON AND S IVIK
Cio.
3.
Ic
Concentration
the
membrane
imoerneable
for
assumed
to be ideally
solute,
to
w-i tten
is
Drofife
a PO-membrane.
r;he mass balance
semipermeable,
for
the
solute
that
is
at steady
completely
state
can be
as
J,,[! = 0 -j+
This
1271
meaos
that
tertialanced
by the
boundary
?ayer
C
:J = 5
J exp
Because
of
diffusive
solute
to the membrane
surface
by
back to the bulk solution.
flow
convection
is
Integration
over
5 qives
(28)
tPe film
thickness
(k}
defined
t’ is unkno~~n one can instead
use
the
mass
transfer
as
(29)
i-J,‘f
tnis
exoressions
into
equation
26 gives
Jv
(-j =
eXD
This
definition
this
case
relatively
Coun-
i
SJb5titUting
c.
flow
(4)
coefficient
%=
the
(301
4
it
of is low
valid
if
zssuped
t: is
that
the
permeate
flux
found
no
flow
exist
mass
transfer
in
reverse
through
the channel
coefficient osmosis
is
qrocesses.
wall
but
ifl
unaffected
by
the
Correlations
of
6Y
MATTHIXSSOS XSD SIVIK
transfer
the
mass
the
1 i tcrature.
is
related
coefficient It
is
for
often
to k according
different
convenient to the
channel
to
ude
geometries
the
are
Chilton-Colburn
available
in
J-factor
irhich
equation
(31) turbulent
For
flow
Chilton-Cofburn
in many
factor
can
different
channel
be given
with
geometries
the
use
of
(no
eddy
emoirical
diffusion)
the
cot-relations
such
as
3 = f/2 where
(32) f is
the
C
\V
2 Jv =
factor.
29 and
30 into
equation
28 gives
SC 2’3
exD f
Cb The Fanninq
(33)
f = 0_08
friction
Pe
or
according
If
the
‘b
.
3s a function
of
to
must case
Revnolds
f
can
oe
qiven
according
to
CJasius
cow-elation
(1)
number
(31’)
other
is
available
not
be included
equation - Jv
n=+JvC
Inteqration
factor
-l/Q
membrane
solute that
friction
of equation
Substitution
-
Fanrlina
correlations
ideally in
semipermeable
the
mass-balance
(32).
(R(1)
equation
the
transmembrane for
tne
boundary
fluv
of
layer-.
In
25 becomes C\, (1-P)
= 0
(35)
qives
Jv 5 (--r 1
C -=w
exD
‘b
P+(l-R)exo(v
J
s'
I
D
(36)
MATTiiIASSON
70
Subs~j~u~in~
equation
C
exn (2 .I”
SC
<=
P, + (l-9)
exo
The cilm
tbeorv
that
eddy
the
analysis and
2/y
inc‘ludes diffusion
(33)
for
SIVIR
34 yields
equation
Ub!
(2JvSc
takincl the
Scher
29 and 30 into
AND
some
simp~~ficatjons
is zero
eddy
within
diffusfon
the eddy
(371
Ub)
2’3/f
the
into
diffusivity
known boundary
like
layer_
et al
finaly
got
Gill
for
the
instance
(8) made
the expression
By using
account. they
to be wrong
an
of Gill
equation
(38) = JP, SC F!t
It-R)
exn
[ 2 rl,f9Jb
This
equation
~eynol
nives
number.
ds
difCusivity
term
1
essentially
Thonas was
(75)
the
also
included_
same
results
as equation
an analytical
developed
>jith experimental
comparison
at low
35 except
solution
where
an eddy
resul c showed good
ay-cement, Ultrafiltration
2.1.2
systems
In ultrafiltration
orocesses
the same reason
as in reverse
For
qloverned
by the szw
the same.
are
principles
!3ut in
cules
that
taken
in account,
occurance
the
of concentration
The mechanism
osmosis-
equations
so the basic
ultrafiltration
are concentrated
The oroperties
rhe
which
orocesses means
characteristic
it
that
of concentrated
of macromo~ecu~ar
is
another
solutions
that
polarization
used in
is
of mass transfer
the
to solve hand
first
important
factor
is
the
problem
macromo’iemust
be
macrosolutes. are
most
important
in
this
case are: 1. Yiqh concentration 2.
3, They oresent
can be formed
TO day
the most widely
on the film
theory
viscosity
dependent
low osmotic
a_ ‘27 based
dependent
Low and concentration
ar. high
self-diffusivity
pressure concentration.
acceoted princinles
model (Fig.
is
the gel-polarization
4).
model which
is
NATTHIASSON AND S-NIX
Concentration
boundary Fiq.
4. Concentration
This
orofile
gel-polarization
layer
for
model
is
a gel
notarized
divided
into
1. Where the concentration Polarization the wall-concentration is loner than the 2. &here qel
CJCb
is
concentration In the
osmosis
first
which
large
C !3’
region
enough
the
two regions:
modulus Cw/Cb gel-concentration.
so that
analysis
OF-membrane.
the wail
is similar
is low
~on~en~rat~on
to the
film
SO that
enough is
theory
equal
for
to the
reverse
gave k 1nF
c f39)
b
In the
second
tration
which
solute
leads
must
region
the
is
highest
the
occur
mass
ced
by the
diffusive
the
wal'l concentration
steady
cient
state
is
which
of the
resistance
convective
transfer
which
gel
has
constant
back
reached
for
qiven
bulk
concen-
layer- at the membrane
surface-
This
the
transmembran~
membrane
concentration
concentration
flux
surface
solution.
This the
and
Cq in equation
by substitutjng
gel
of
to the
gel
limiting
build-up
to the bulk
the
the
A17 further
reduces
of macrosolute
transport
can be seen
possible.
concentration
by thiclcening
to an increased
has reached
wall-concentration
until
is counterbalanmeans
that
oermeate
flux
mass
the
transfer
37 instead
of
when at
coeffi-
Cw
C
Jv =klnp In other transport
(401
b words from
the
the
permeate
surface
into
flux the
is entirely bulk
controlled
solution.
by rate
of back-
72
MATTHIASSON AND SIVIK means that
This the
any factor
This
condition_ the
pressure, In order
used
if
the
increases
the
independent
to evaluate flow
is
k dh Sh =D= l-62
of pressure
without
flux
flux
increasing
at steady
state
of
and the
interess
dh 1
(Pe SC T
as it
increases.
transfer coefficient the Leveque solution can be
the mass
laminar
lengths
permeate
transMemb~~n~
why the flux, which initially increases linearly with
explaines
becomes
thin-channel
that
has RO influence on the
back-transport
concentration Leveque
the
profile
is
For all
developing.
gives
sollution
(44).
0.33 (41)
S
\&et-?
is
ah
the equivalent
diameter
113
u & or k = l-62
hydraulic
(---b 1 % L
Substi~utjon
of
142)
this
expressjon
into
equation
39 gives
C In 2 b As can be seen
velocity
and decreasing
For turbulent given
equation
channel
flow
in narrow
flux
increases
the
transfer
constants,
channels
determined
sturdy BlaLcr et al
+?nt
gel-polarized
region,
good but
the quantitative
mass
coefficient
can he
experimentally-
(66)
presented
confirmed
The qualitative
data.
He tried
ultrafiltration
of colloidal
This
is
ohenomenon
have
suspensions
the i-fith
radial
with
been
between
to explaine
a shear-induced
by Michaels
the existence
agreement
predictions
discussed the differences tnat exist
and experimental
the Targe
the
migration
less
(45). of
fn a very
pressure
experimental
data
gel-polarization
theory existing
tubular
of colloidal
are
Porter
satisfactory.
differences
so-called
indepen-
pinch particles
in effectwhich
nossibly have a significant improvement on the hack-transport from the
membrane
surface,
Shen and Probstein
(75)
considered
thar:
theory and experiments could depend on variable transport molecular solution normal to the membrane surface in the layer.
increasing
hr‘ght.
model was first
kite
sity
with
(44)
gel-polarization
comprehensive
could
permeate
= A Rea Scb
a and b are
I:,
This
(Q)
the
by the equation
k d,., Sh = r where
from this
(43)
In the dependences
theoretical
analysis
on concentration-
accounts
were made for
the
difference
porperties concentration diffusivity
between of the macroboundary and
visco-
The results were that the concentration de-
HA’MXIASSON AXD SIVIK
of viscosity
oendence dtpendency
of
the
by means of
out
has little
rather
tion,
than
coefficient
at
by one evaluated
at
region
the
evaluated
bulk
was found
flux
but
Probstein
gel
to be that
concentration.
at the bulk
the
limiting
be ignored-
not
dfffusivity
the
et
al
(76)
found
method that the appropriate diffusivity defining the
an integral
in the gel-polarized
ftux
on the
effect
could
c~~c~n~~a~i~n
This
concentration
concentration
at
the that
means
in equation
gelling
concentra-
the diffusivity 40 should
be replaced
to give
C *
Comoarison
of
Trettin
ment,
experiments
due to
to solve
dC dC uX’Va;j=as; Assuming
linear
=
T
c
result
clained
inaccuracy
with
that
in the
the mass balance
axial got
1
velocity
a close4
l/2
Fq- 1 W
(47)
experimental
data
the disagreements
film
theory,
shows
between
They used
good
agree-
theory
instead
and
an inte-
equation
d
file they finally of the form V
(451
I?b
the anatytical
and Doshi are
method
gral
In
K
F$l
[
Fg = Concentration
and second form solurion
order
pofynormal
exoressed
concentration
in dimensionless
provariables
2/3 *
(a72
iBgl
oolarization
modules
C9/Cb
D 09
=-
ng
x-:b a =- h
n2/(n+1)(n+2)
2
K=
This (76)
equation
when n=Z,
is K=2/3.
TV =
identical
(31)
f(Fq) with
the
equation
developed
by F’robstein
et
al
74
Agreement between equation balance
equation
a4 show less
45 and
the
data was done. They compared in a flux model with the exact solution
exact
than 1% error_
numericaf
MATTHIASSON
AND
analysis
the
of
sIVI:(
mass
!Jo comparison: with experimental
versus Cg/Cb diagram the gel-polarization
at constant
fluid properties.
This
comparison
shows that for
C fC (4 the agreement is quite goad while for C IC >4 {that is 9 b 9 b lower bulk concentration) the exact solution gives higher flux, As a consequence they Point out that if the gel-oolarization theory is used to determine the gelconcentration by extrapolatiofi very high potential errors can arise when the bulk concentraeion iS low (C /C is high), They recommend therefore that if this g b method is to be used, C /C should be lower than 4, Whenever it js possible an g b independent method for determination of C should be used. 9 Kozinski and Lightf~ot (48) analysed the two dimensional stagnation flow about a permeable rotating
disk.
Unlike the gel-polarization
theory
the osmotic
pressure
in ultrafiltration of macromolecular solutions was shown to be important factor in the ultrafiltration model. The effect of osmotic pressure in ultrafiltration processes
was also
Oejmek (51)
Dointed out by Goldsmith (49) and Carter and Newick (SO)-
hydraulic
to determine
resistance
min indicate Qespite
a~ experimental
oresented
which can be used
in
that the the fact
with exoerimentaf
2, Reduction
His results
ultrafiltration,
hydraulic
for
model (gel-polarization
ultrafiltration theory)
of albu-
is correct.
that the qualitative agreement of the gel-polarization model data are good, there are some things observed in experiments
that are not predicted 1. Slow decline
method based on step changes in pressure
relative influence of osmotic pressure and
the
by the theory.
of permeate flux
Most common observations are:
with time
in feed solution-concentration
is not followed
by increase
in
Fermeate flux 3. Permeability red
in
spite
of
loss
due to macrosolute
chemical
polarization
4. Cfianges in solute-rejection
behaviour
of ultrafiltration
to macrosolute solutions. All these deviations show that lot of questions the solid-liquid
or fouling
is not resto-
cleaning
interface
membranes exposed
remains unanswered concerning
phenomena.
MEASUREMENTS OF CONCENTRATION POLARIZATION
2.2
In a great
number of experiments
have been observed, ;n rejection
mostly
the influence
in form of decrease
to get a model
ihe transmembrdne flux.
The
to
test
the
validity
number of
these
of
that direct
models
polarization
in ~ransm~mbran~ flux and changes
As mentioned earlier
characteristics.
have been done in order menon
of concentration lot
describes or
indirect
are limited.
of theoretical this
phenomena studies
of
analysis and this
Liu and Williams
predicts pheno-
(4)
used
electrical
tion
micronrobes
conductivity
in an unstirred
batch
Nwrfricks and ldilliams in a thin prop=
channel
with
reasonable Lolachi
by usinn
were
measured
Ag-AgCf
The aweement
too
the
betwen
experiments
By using
cell
ions
were pood
gradient
technique.
values.
a batch
chloride
ftow
than 1600 the
this
and exoerimental to
laminar
technique.
with
in
for
the concentration
number higher
profile
respond
and
same
to be measured
agreement.
showed good profile
to measure
Peynolds
For
theoretical
theory
theories
ths
with
able
were
thin
that
with
the concentration
concentration
electrodes
oointwise the salt concentra-
measuring
plates
they
between
aqreement
(52)
parallel
the membrane.
faver
for
Comoarison
measured
diameter
down to 20 INI from siona1 boundary
(14)
between
smaller
celt,
for
in
an
the
qot
and
Goldsmith and
a ~ernstian
in
diffu-
They
annulus
fashion
unstirred
batch
cell and the entrance region of the annulus, where in the latter case comparison were done tri th theories
exnerimental
results
calculated
for
geometry
metry
several
different
reverse
osmosis
cal
concentration
(142,
143)
also
used
batch
trations
rav
the
2.3 It
to
ccl
1.
Acrivos
the
due
They
bendinq
to
effects of
out
the
could
ray
The
of
limitation
light
effect
the
deflected
flows
turbulent
that
solute
transoort
to decrease this
to
the membrane surface.
of
solute
this
problem
tanqentially
or high-shear
commercially
ir
concen-
was
and
stress
ta the bulk
accumulation is
it
is
solution
becauser:
therefore
the membrane module
the membrane surface.
the
important
The flow
The most so that is
the
either
The most common modul confjguratjons
faminar,
of
by some means in
at the membrane surface,
to construct
over
arises
used
are:
The membrane is
at vetocity
Plates:
of
back
solution
Tube:
out
transport
solving
feed
presented
rolarizaLion
be able
al
of the results.
POLARTZATIOK
to
et
qradient
accuracy
CONCENTRATION
way of
inter-
beam
concentration
usual
the
data.
oointed
the
of
beam_ Plahlab
even at vet-y dilute
the
a
mathemati-
\/hen measuring
the sal t concentration
that of
the
in a with
the
ma\, be introduced
severely
tracing
:tith
f53).
to measure
oointed
profile
error
deflection
main
tubular
interfero-
lnterfc*-ometer ~11
has been
order
late
and
a significant
agreed
the
batch ccl 1 for
the concentration by using;
results
for
a holograohic
VETHOIX USED FOR lzEDUCIW
increase
feed
that
used
values
in an unstirred
convection
interferometry
analysis
analyze
convective to
is
(53)
the
lower tharl the values
theoretical
measured
His
gradients,
an unstirred A theoretical
(36)
source.
by Johnson
techniaue
the
polarization
Johnson
as a linht
to
\Jelinder
agreement.
system under natural
large
For the dobrnstream reqicq
and tubes.
but compared
solutes,
developed
model
plates
concentration
the
laser
ferometric
used
plates
shobled good
they
flat
fur the annulus kjere considerably
flat
to measure
helium-neon
for
on
the
inside
of
high enough so turbulent
The module
is
so constructed
the flow
that
tube
and
the
feed
solution
recircu-
arises. the
feed
solution
flows
ln a thin
76
MATTHIASSOK AXD SIVZK
channel
between
two parallel
the channel,
sicies of
HO~~CWJ fiber: out
of
This
the membrane
either
OR
the
with fhe
it
feed
flows
together solution
in soiral
made
module :rhere Fnother jocts
in the
examgle
of
these
tion
olate
is
to keep along
central
some simple design
channels
of
turbulent
flow
plates
are
in foulina
due
(56,
67)
showed
that
used
frecuency
a different
by a back
resut ts obtained
ent
increased
q:ere also
the
technique.
They
by a factor
larger
tyoes
orinciote
that
of modules
In this
way
feed
throuqh
the modute.
of concentric
cylinders
meabl e membrane _ ‘hider formed
in the
secondary
flow
annulus,
which
have
the membrane
rotatino. ftow
than
over feed
the value
three,
from
used
et
could
be
Thayer
al in-
et al
at a certain
Compared
with
*he mass transfer
Improvement
layera module
sections,
osmosis
liquid.
the
boundary
the membrane,
of
perwhether
Kennedy
surface
same
hiqher
(64)
salinity.
the membrane
of the
system
al
aim
ooera-
the
certain
a non-rejectinq
in reverse
fin
have shown
give
concentratjon
product
flow
sweot
movement
stirrer
the
feed
attain
deposit
Shaw et
with
coefficient
by putsincl
the
layer
and decreased
transfer
and forth
with
of
boundary
the
sub-
The main
in membrane
thus often
of
tube. of
the coeffici-
in separation
performance
observed.
Different the
mass
central kinds
is not quite
It
to removal
in some places
oroductivity
sionificantly
creased
(62)
alas reolaced
the
Experiments
promotors
55-63).
bv reduction
the concentration
demand and
velocities.
is caused
the
to
different
energy
this
increased
in spiral
surface
(46,
the membrane
modules
of a spirat-wound
the
turbulent
where
traditional
~romotors.
circulation
it is caused
these
beds_
velocity
which
permeate
turbulent
channels
or
the membranes-
the
fluidized
feed
to destroy
between while
as
feed
surface
be
and wounded
and
the
En order
made
can
material
tube
wires
to empty
megbpane
support
to work
flux
decrease
tubes
ment
comnared
by
both
side
soiral
the membrane
lower
of
by inserting
that
same
fine
active
or construction
meat
for
distance cylinder
tanaentially
is to decrease
at
very
to a central
a suitable
is achieved
towards
mass transoort
of The
of porous
attached
modifications the
mixers,
promotors
the
a bundle
no surlports.
the wounded
flows
which
static
or
tube,
solution
are
be on one
tubes.
axially
feed
feed
by forcino
effective
This
of modification
these
the
saaters
leaf
of
needs
can
laminar.
is made out of a elate
side.
years
is
consists
and
of
the membrane
flow
with
like
the
module only
module
to the
tyoe
the
flows
Duri na the last have been
of
CLI outside
This
membrane on each
around
of
tyoe
where
case
material
inside
Soiral-wound:
elates,
In this
annufus exists,
one
can
itself
certain
the
flow
these
inner
that of
recently
rotating
one
beside
regular
the mass transfer
that
and
a so-called
is made out
carries
on
flow stress
rotating
Lopez
(65)
of
is of
the
a oair
the semiper-
vortex
hiqh-shear
vortices
considerably.
based
independent
Taylor
primary
toroidal
are
to the membrane are
modules
is rotating
the
which
parallel
conditions
circumstances
means
consisting
can imorove
develooed or a surface
aLhieve
One of
where
which
been
can
be
flow
inside
a
the
fias claimed,
?MTTHZASSON
in his
newly
EFFORTS So far
that
under
certain
the ma~romo?~c~~a~-
TO hfAKE USE
the
that
increase
back
to the
gel
the
is the
final
seuarate
to
Lir,htfood treated
the
traWiport
of
booed.
siqn
and
the
conditions
layer
and
this
module
can
cow
the concent~-ation
boun-
been
methods
This
deoends
construction
Fnother
with
formation
of qel
been
as a basis
used
possibilities 3. Only
oFten
exoensive
like
oroduct
nroducr.
In
hiqher
tower
enzyme
very
though
off
the
been
difficulties
Lee and
layer.
results.
They
All
as successfu7
associated
often
it is possi-
boundary
pt'omlzino
not
of cancentt-atlon techniques due
prac-
as one
with
oolarization
(Ti-721,
the d?-
is in
!rl this
tc concentration
immobilization
that
both
inert
case
thEt
polarlz~tlon
technique.
Three
i7as
differenr
inhibition
ourification could
this
case
in the of
i~obj~i~~d the
enzyme activity
can arise than the
if
easily
be
the
is the deoend
substrate
by
in excess
to the
same on
profile
concentration
when the
this
so
tie
is very
from
is formed
level,
rechqlns?.
difucec! and
effcccs
so'ltrb'feenz;me
stay the
0~1
lwr~otl~-
Sllb5il~CICe
th?
l:tvels
ooI&r1zatlo~
the enzyme
tie
DE?~*~:iPablE! ED the
c~nc~n~~*a~~on
neqative
of
i3rC?ct7552s.
immooil-rzation
is fully
substrate Some
systems
~on~jn~ous
to conccptration
product.
amount
of enzge
this
but
loss
that
to
the scbstt-ate
substrate
due
and
even
~:t-o ~~zzynt~.
ar: the nter;lbrane silt=
enzyme
senaration
is ~~o~.ki~q at
solution
means
apol icarion
solved
sysrrem cornpaired
can
cf
it is gelifico.
beFore
concencrac-ion
to soluble
when
agawst
activity
is mzde
~rrer~ proteins
whjch
the
beside
a concentration
feed
se1
by oroducts,
substrate
formed
inftrt gt-orein
that
Conpared
enzyme
feed
ael
and
concentration
be obtained
the
the
enzpnes
to the
can
t-erection
so
orotein,
advantaqe
is needed.
than
The
solution
advantaaes
enzyme
high
in this
oroblem
use
enzyme
lorlet- enzyme
seaaration
it is Free,
have
surface
which
From the bulk. sotution.
to skim
obtained
is co-crosslinked
advantaoes has
arise
wherher
70)
surface
feed
the
3 ha\re the at
and
membrane
certain
t-alsed the question
technical
contains
with
has many
system
multaneous
solute
oroduct
immobilization
for- simple
sofution
2 and
is reached
Further-
away from the membrane
a nodule.
the membrane
is ?II the
erzyme
face
Problems
with
concentrated
and
of makinq
enzyme
on
on
treated
exist:
feed
3. The
such
way
is coqelified
Methods
much
the
enzyme
2. Tne
lized
mostly
interesting
has
highly
oossible
(65,
has
sofute
the
This
wre
of
of
conneccian
enzyme
if it
know
rejected
concentrated
theoretically we
POLARIZATION
polarization
dilute
orocess.
wondered
orobfem
the
thus
hiqhly
this
tr'ca7 exoeriments had
of
solution,
aim
(691
OF CO~ICE~TRATIO~
Of concentration
oroblem
bulk
b?e
is
thesis,
both
layer.
2.4
an4
77
oublisbed
eliminate
ofetely dary
_AXZDSWIK
\litn slcan
tnougn
svster;l_ ft is clot
is qelif-ied
as tlhet;
is fctrmed- another-
:rithin
the
qel
layer- whic17
78
MATTHIASSON AND SIVIK
3.
FOWING DIFFERENT
3.1
KINDS
OF FOULANTS
Initially fouling was mostly described as a phenomenon that had a negative effect on the permeate flux (78)
and
G!iley
et
Peri
and
Dunkely
al
(79)
(80),
of
membrane
regarding
Peri
and
processes
pulp
Pompei
and
as
paper
(81)
for
presented
effluent
whey
by
Fenton-flay
treatment
and milk
and
by
filtration
respectiv2ly. Dejmek
(51)
Belfort The
reviewed
analysis
according
to
composi In
reviewed
(83)
of
fouling
the
which
in
fouling
in
foulant
is
of
compounds
group
Merson
3.1
(104).
cases
made
cottage
matrix.
listed.
to
reveal
scanning
cheese
studies
2-lactoglobulin
indicated
(105)
and
importance. This
the
was
rough
and
Stringer
mostly
rather
(82)
and
than
characterises yivinq
its
it
exact
in
approach
the
the
also
The
a general
or
selective step The
specific
interactions nature.
(&sting,
107)
described
also
It which
involve by Jonsson
Substituted
have
of
granules
albumin
of
-globulin that
deduce
the
(3SA)
and
by Lee
that
fouling
con-
turned
both
caused
most
B-lactoglobulin
the
fouling
articles
into
a
formed
published
influenced
et
the
of
a certain
by Lee
the
of
was
to
of the feed, how they and
foulinn.
maior mechanism.
al
that
were
corresnonded
permeate
flux
-
to an
TENDENCY between
mostly
surface,
accumulation, There
a multi
chemical
can
FOULING
interactions
membrane
process. or
concluded
constituents
examples
on the
taken
by others.
of
previous
accumtated
serum
was
studies
formed
bovine
environment
INFLUENCING
Examples
microscope
andx
not
a series
single
chemical taken
FACTORS
3.2.1
also
in
fouling
formed smooth sferical particles. Permeation
however
first
about
x-globulin and
(106)
could
the
with
changes
decline.
Sarnmon and
belonns
more
Z-lactoglobulin
Hickey
They
concerned
It
quite it
electron
whey.
sheets or stands. a-tactalbumin
one
often
are
approach
They
of
porous
such
detai!ed
stituents
3.2
while
treatment.
tion. table
A more
Lee
general,
water
is
also
step
process.
that
might
is is
then
(108)
giving
whether
it
for
question
of
a case are
of
to
any
hints
is
a rough
with
be
what
whether
the
membrane acetate
and
reason.
the
showing
has it
or
process
may be of
liquors the
of
fouling
cellulose a solute
sulphite to
of
identify
poreblockinn
the
foulino
hydrolysis
between
suggested
efforts
for
problem
reaction
membrane
whether
responsible
known
a chemical
phenols
illustrated
a question
a well
and
without
the
be
solute
is a is
a
purely material membranes.
membrane a severe
as flux
TAFlf_E3.1 Descriptions
of fouling
p~e~#mena
and foulants,
Source
Foulant
Author
Heavy metal oxides bacterial slimes CaSC& CaCD3
Organic colloids
Leiserson
(84)
Wiper et Cruver and %Cutchan Grover and
al (85) Flusbaum ;86) and Johnsij,- (87) Celve (88)
and inorganic -
Iron
water, sewage treatment including lrcn coagulation
products
stainless
Microbial
sl ime
waste water from sulfite pul Ging of wood
!liley
a~~mtr~ated sand filtered primary effluent
feuerstein
et
sulfuric primary
Feuerstein
(92)
Beckman et
al
CaSO4
steel
acid, sewage
pal 1uted Casein aromatics
waste
surface
waters
water
Organic acids and polysacharides
pal luted
Protein
milk
Calciumphosphate
complex
et
madarin
C!issol ved organic
secondary
Oil
oily
juice sewage
bilge
surface
effluent
effluent
water
and
sewage
al
(93 f
(93)
(94)
Cruver
and Nusbaum
Beckman et
al
(86)
(93)
and Brooke
(95)
~~~inturn (96) et
al al
(97) (98)
Bashow et al
(99)
\!atanabe
et
I’infield
(101)
Jackson et Bhattacharyya
water
(79)
al
Bevege
Til ter
al
Lim et
Hayes et
Pectin and insoluble cellulose-like material
and humic
water
whey trickling
salt
brackish wastes
material
material
water
Carter et al (89) Agrawal et al f9p)
Glover
plating
Ga, P, organic
surface
simulated
material
Organics
Calcium acid
pH-adjusted
whey
Polyhydroxy
Organic
test
loop
Corrosion
Saxon
al
al
(iC0)
(iO2) et al (103)
and Strinoer
(82) -
XATTHIASSONAND SEVIK
80
Purely
have
most of
the
physico-chemical
reasons
This
gives
possibilities ion-dipole
type
(Deanin,
vinyl
methyl
small
accompanying
amounts of reason
is
in the
plasma
In trying
feed
in “nuc?eaction“
lead
(112)
a number of bonds.
found
increase
the
salt
retention
of
&cd
amounts of with
noticed
tk
pofy-
onl-y a
that
ethylene
of
are of
small
glycol.
as the protein
The
covers
orocessinq.
interaction
that
takes
that
specific
tration
surfactants
solute-membrane
place
- soecific
sites
are
or
involved
steps,
~A-membranes in uftrafil
specific
types
bonds
retention
the conclusion
cationic
different
small
poly
in
- membrane
Hydrogen
that
by one or more additional
anionic,
that
of
in the solute
- membrane interactions
to
effect.
filtration
They stem from differences
(110)
the
- a mechanical
in membrane
Busby and Ingham (111)
what kind of
have
nonionic,
They concluded
could
met in food
followed
Palmer et al
et al
enhanced
often
- tests
107).
to formation
to be solute
to reveal
nonspecific
encountered
and dipole-dioofe
decline,
proteins
a case
are
(Kesting,
Michaels
flux
believed
the membrane,
taining,
lQ9),
ether
by way of comoaction
that
in the atoms or molecules
1 i ke ion-ion,
system,
bonds
occur
problems
of electrons
distribution
last
interactions
physica'l
However,
of
and other
a solution
nonionic
interactions
occur
con-
solutes.
at low solute
roncentrations. tiopfenberg other
et
nonionic
al
lmoortant
for
Pristounil
performed
They concluded
of
molecule
solute
the existence et al
(174)
fuf ly
with (102)
found
that
the smaller
faster
The pH influences takes
shattacharyya bilge
oistilled
of
ion of
and
characteristics,
the membranes are
immobilized
probably
protein
immobilized
The proteins
bjinters of
particle
describe
(103)
synthetic
films
by short-ranoe
do not become
flux
lowering.
the
ionhydroxide permeate point
to be attached
coawto the
and growth.
fouling system
led
increasing
isoelectric
narticles
sites
control
colloidal
or with
Vear the
large
lubricating
The deterg~Rt~~~ater
by small
size
size:
formincg too nucleation
causing
fouling
particle
diminishin al
- or-or&h mechanism
\ras pet-formed the
et water,
water,
interactions
the
thereby
place
:,e,llbt-ane thereby
result
are
a nucleation
The nucleation
surface
they
like
surfactants
fouling.
Cl-i2 - CHCI-groupings,
oarticles,
by oily
of
various
charge
the formation
that
nembr-ane foul i ng. flux.
tha t factors
and magnitude
numerous
blith
uncoiled.
Jackson
latiorz
tests
and surface
described
on P~fC-membranes and conclude interactions
similar
solutes_
activity
surface
(113)
of
oil
non-cellulose
and nonionic
caused
In the system
reversible also
acetate deterrlent
membranes in
detergent-membrane
containing
oil
a
results,
and Isquith a sequence
(125) of
reoorted
events.
thar microfouling
1. Chemical
condition
in some cases of
the surface
is
a
b)f raaid
81.
Fl4Tl-HIAS SON AND S IVIK
of
absorption cular
molecular
weight
substances
by other
microorganisms.
4.
Accumulation
nit particles. The adhesion-inducing mer which
is
active
adsorption
albumin
to
the
from
feed
process
et al
with
second
(116)
occurs _ The third surface The
stage
is
reviewed
cases
situation,
like
and
pli of
3.2-2
Membrane properties
Membranes of
in turn the
bulk
different
first
is
lasts
drop
took
ooly-
caused
olace
by
adding and above
as a three
less
reached
adsorption
example
reflecting
the
hydrofobicity
flux
between
and monolayer
stage
thar; five
seconds.
a< the interface.
The
on the membrane surface mechanism which
membranes are
less
prone
proteinacious
Membranes with
may
differ
an asymetric
frequency (119)_
produces
a
factors
solute
degrees
that
prooerties
influenced
form
and
by the
the
processing salt
concen-
solution.
(105)
resoond
in different
investigated
- of three
membranes.
have noticed
to fodlinq
than non-cellulose What
might
aspects.
UF-membrane
potential
to the same
moisture
Horrever,
solutions. in many
nays
the monolayer
content
-
no correlation
was found,
and many others
and zetapotential zeta
important
properties,
moisture
Lee (105)
Eykamo (1?7), processing
Lee
of
to varying
composition
For
and
are
differs
Freeman
with
acetate-
for
this
made
elctr-okinetic
that
pore
size,
oore
According
production
when
difference?
(118)
properties.
solute,
cellulose
membranes at least
be the cause
concluded
important
that
exoeri-
shape,
to Kaneko
tennerature
and
concentration.
The information surface
exposed
the
interface
him be 125 pores/E’ Further potential,
important all
about
oores
to the soltite
Freeman reveals ting
flux
process
by a reaction
at a number
are
situation.
al
The
solute
memb&ne
tration
solute
is a slycourotein
mg/ml adsorption
profile
governed
point
They
et
constants.
concentration
parameters_
pore
Coloni-
and inoraa-
gel.
fouling
ments
3.
detritus
when continuously
formation
an ultrafiltration
one to ten minutes,
stage,
material
low mole-
started_ time
state
of
by bacteria.
debris,
the permeate
by gel
Below 0.01
describe
distinct
A ouasi-steady
caused
solution.
mg/ml gel formation Howell
concentration
low concentration. discriminate
could that
of
polymeric
in exceedingly
Ingham and Busby (111) protein 0.1
, and
substances. 2. Attachment and colonization
weight
zation
large
that
there
also
are
and coalescing of the
an
idea
about
how
larae
rhe
trtie
50 A wide
tubules
to 300 A tubules.
and 50 There
A
wide
should
slots
oenetra-
accordinn
50 A pores.
properties
of which
gives
is.
are
can be drived
surface from
tension, the actual
surface
charge,
composition
of
surface
the
to
MATTHIASSON AND SIVIK
82
membrane
_
the three
(105) describes
Lee
Polysulfone
is
The oxygen
characterised molecules
rise
to strong
Fig.
5. The
repeating
Polyamide
the
unit
have
sulphone two
reoeatina
unshared
or solute
units
electrons
(Fig.
to donate
molecules.
repeating
units
of hydrocar5ons
linked
by amide
6).
H
-A-C-(CH*)4- C-h(CH& tl 15
I
- (CH*)4 -c-N-(Ct-&
Ls
8
Fig_
6, A seouence
The
amide
bonds
cause
tension,
of a polyamide
that
polarity
are
possibility
Cellulose acetate (CA) membranes (Fig.
for
high
to form
consists
surface
energy
hydronen
of acetylated
7).
R
Fig.
7,
The repeating
unit
-
material_
responsible
with
H
H
H
-tic
5). givincr
of polysulphone.
contain
(Fig.
-SO2
to solvent
bonds
membranes
2 - c - p1!-
groups,
of
hydrogen
membrane tyDes he used in the fol lowina way.
by diohenylen
of a CelluloSe acetate
membrane.
and
surfate
bonds. ISglucose
units
H_4T-l3iIASSON
AMI
S LVIK
The polarity descri
bed
Interaction
is
llhen is
- caused
by charge
expected
dipole
to
interactions
acalled
by an uneven
density,
occur
become
a solubility
distribution
moment with
polar
appreciable
factor,
and
the
electron to
clouds
-
is
form
hydrogen
bonds.
are
modified
by what
species.
the
i.e.
of
capacity
cohesive
chemical
forces
affinity
of
the
species
for
the membrane.
3-z-3
Influence
Salts with
may either
the
al
et
and
or
(98)
sample (105)
fouling
great
the
classes
and
in
and
et al
solution.
increased
whey
results with
of
proteins,
of
the
rather
membranes
rrith and
role Ca,
competititon
with
studied
t’le
of
but
However,
of calcium.
concentration
at
higher
DhosDhorus
concentra-
leucin
solutes
others.
for
different
he showed
is affected
?lactoglobulin.
phosphorus
in
the of
Hot/ever,
tha t its binding
and
and
indicating
containing each
lactose
flux.
role
inconclusive
systems
of
permeate the
with
solution.
components
are
interact
Seouesterinq
to a certain
UD
natural
important
addition
the about
calcium
of
of the
be the
decreases Too much Bevege bentonite
actions
the
of Its
solubi
removal
1 i ty.
produced
between
clay
explanation
lization
with
in
Indications
bindina
to
on humic
acid.
and
the
the
membrane
orotein at
size
surface ions
cations.
the occurs of
the
a whey of
t-ather
than
- increasing
solubility
molecules, high
Ionic
the the
was
believed
strenclth
calcium-caseinate
and complex.
deposits.
trivalent
a destab:
in”
to
a thinning
s-trennth
“Salting
simulated
acid
EDT?, atidition
caused
ionic
out”
EDTA reduced thicker
- humic is
polyvalent
“salting
and
strength of
ionicsheatharound
with
divalent
ionic
by calcium.
ooposite
(97),working clay,
an
calcium
importance
actions
formation reason.
effect
similar
the
specific
possible
cations
F!aCl of
indicating
sheet,
possibility to
(120)
CaC12 and
protein
to
the
2)
seen. Lee
due
of
an
by the
of multi-binding were
role The
that
foulants,
in foulin?.
conclusion
strength
different
plays
ways
pH 6.2
the
pressure.
calcium
stability
ionic
dealing
comparing
phosphorus
different
the
the
of UF-membranes.
complexity
that
in
of
any
is likely
involved
studied
to
of
osmotic
role
justify
that
increases
He also
whey
not
solubility
the
the
of
states
simply
1) the
increase
studied
did
may be directly tions
3)
pH adjustment
a control Lee
sat ts influence
membrane
Hayes EDTA
of
and
humic
ization Another
water
in
trace
acid
of
including
humlc
amounts,
noticed
- multivalent
polyelectrclytes
possibility
ions. through
is
adsorption
acid,
interOne neutraof
tne
MTTHIASSON AND STVIK
84
Effect
3.2.4
Mullet-
of pH and
et al
(121)
under
djfferent
above
pH = 4.5
for
et
(98)
Hayes
al
one
of
wheys
of
the
to a certain
influences
the
ionic
of
fouling
of
influence
particle
size.
observed
in UF and RO. At this
membrane,
AL
the
and
et
al
(102)
example
whey systems,
the
point
point
Jackson
charge
thus
isoeiectric
of
whey
increased
related (Lee,
of
the
protein
(zeta
large
observed
of
the
calcium
casein.
a membrane is
characteristic
strength
two kinds
was low but
The combined effect was con-
protein aggregation and to the mode of aggregation corresponds
UF of rate
pH-deoendence.
coagulation
pH in the
of
the
only.
investigations a strong
be a selective
The effect
rate
Below pH 4 -3-4.5
of the
noticed
on fouling
the permeation
in their
also
to
studied
pH conditions.
concentration sidered
temperature
the
degree of
This in turn
proteins.
influences
solubility.pH
potential
particles
the
to
105). pH of a solution
= 0) a low
flux
form and settle
opposite
when working
is
on the
with
iron
hyaroxide. In for
some constituents polymers
in the
\!infield of
(101)
secondary
by Hayes
not work
well
thar
agents,
pH 6 gave
of whey proteins (98)
in UF.
casein
Care has also
other
in
adsorb
natural
systems,
on membranes
and
bind
higher
fluxes
9H 5 and DH 7 in PO
than
effluents.
The denaturation reported
as flocculating
also
to the membrane.
noticed
sewage
1 i ty betrleen
act
may
feed
but probably
and Muller
The
by means of (121)
mechanisms
components
to cause
is thought
to avoid
the
temoerature
a flux
increase
to be ag?reuate
and 5-lactoglobul
to be taken
high
has been in RO,
but
did
oossibi-
forming,
in.
formation
of
apatites
which
is pH
depending.
3.2.5
Effects
?arallel effects (C5j
shear
stress
pressure
and
to looking at what causes the fouling it is natural to
of
it
observed
and
hoL/ it
how the
can
also
Thomas
counteracted,
flux
permeate
the retention
Sometimes,
be
drastically
changed.
Kuiper
et
al
dronoed saw
(171,
as a result
a decrease
which
lastly common, Belfort (122) also observed a decrease in operatim RO membrane.
after
An increase
the addition
The flux
decline
due
mot-e severe
decline
with
by Gutman (123). surface 122).
is In
was
a protein
some cases
to
the
to fouling
The feed
of major
noticed
high
a threshold
a system
also
flux
velocity
et
on the
shear al,
at
the
e’E al
of fOUlinq. seems
to be
a protected
poly
ethylene
glycol
(111) _
than with
or rather
(Jackson
filterin?
solution
deoends
initial
velocity
importance
in
feed
look
Kuiner
102,
initial
flux
low flux-
This
stress
over
Pinturn,
has to be suoerceded
the
96,
showing
is
a
predicted
membrane
Hiddink
in order
et al,
to avoid
55
X4TTHIASSON XXI SIVIK
drastic
fouling
(Kuiper,
show how the fouling Especially
85).
the effect of raised stress is positive.
In general
in RO of skim milk
at higher- pressures
Hiddink
depends
on the aoplied
MPa
influence
than
2.5
high
shear
the
et al
(124)
also
nressure.
of fouling
becomes
important. suggests
Some evidence extent
the negative
Madsen
f125)
based
reasonable thickness ness
fouling of
forward
the
3.3,1
Model
Kimura
and
membranes
but
stress
and
higher
fluxes
of wave and vortex
different theory
of milk.
Sulk
by Kimura
and
IYakao f127)
the
diminish
to a large
than
theoretically
pore and
models
He shows
and
concludes
oscillatinr
the
the
format ion pore
on deposit
dependence
in a thlr; that
orlenlncls
a
aive
resistance of deoosit
and tilick-
concentration,
OF FOULING tuakao
based
on a modification
no1: hinder
does
it can
Gerndel (126) presented a study
results,
NATEMATtiICALMODELLING
3.3.
to the
theory
diffusion
in ultrafiltration
on shear
itself
65)
it.
considers
on a long-jump
stress
(Lopez,
as an explanation
channel system. He also model
of
effects
has
Fe puts
calculated.
that
process
physico-chemical
of
their the
model
gel
of fouling
polarization
of CA
model
tubular
by tllchasls
PC and ‘jr (45).
Jv = k In ($1
f52)
b
It is extended
to accunulation C
J
V
- 'b The
deposit
- k Cb
In
resistance
g/C
b
of
under
unsteady
stare.
dl = -: dr
to flow
resistarce
of a deposit
the
the membrane reslstarce
consists
of
layer
- 7,
at
P,,4 and tie
JY = R--Sk-T 1 m -ig
R
Introduction dependence less
form
21 dfl FE 1
and
yields
of a dimensionless a dimensionless
equation
flux
55 where m,
-c fl - r = - '11 ml
resistance
(t)
f, t is
Jv = -J-
(F)
= {t,'
ana writing
thg’dimensionless
1
and
its
time
eq 53 on dinlension-
time.
-1
(55)
MATTHIASSON AND SIVIK
86
eT -
P
0
(561
*C
aTo Jv~
b
FT. expresses
the
In r = k
J
Equation
For can
flux
decline
and
r is expressed
by ee.
57.
55 can
ul trafil
be solved
tration (ml
or
numerically
low
= 0) and
if
eq.
m
r
1”
reverse
pressure
55 can
be
and
5 T are
osmosis,
qiven, the membrane
compaction
integrated:
T
There
is no
indication
Model
3.3.2
Carter
depends
Hoyland
of
rates the
how well
and (128)
in turbulent
on the
thickness
on
by Carter
and
~~-membranes
of
it fits
with
experimental
results.
Hoyland describes
flow.
deposition
The
the
build
up of
development
rd
and
rust
fouling
of a transient
removal
rr of
rust,
layers
fouling E is
the
that
dE dt = rd
- Kl
h = half
the
removal
depends
directly
on the
shear
~~~ at
the
surface
I~, - E
l
and
channel
9E = Reynolds
effective
f59)
= proportionality
Integratjng
on
layer
layer.
rd - 'r
Assuming
El
of the
(57)
be neglected
bE=
constant
vo
r
dt
time
c <
constant.
exchanging
height
number
?w according
to the
Blasius
eouation
yields
rlives
rate
The
stress
a7
AND SIVIK
MATTHIASSON
at
of build
up and
the membrane
final
thickness
are
surface
but
that
neither
of the
Instead
the
strongly
insensitive
to flux
deoendent rate
and
on the
ferric
shear
hydroxide
concentration.
3.3.3
Model
Gutman found for
RO.
bursts
of it from
The
dm __=r dt
-r
Carter for
down
This
from
into
rate
two
previous
introduces
fouling
models
a “turbulence
burst
a fouling
the
laminar
layer
is ascribed
sublayer
to occur
is found
have model"
and
at time
remove
intervals
to a small r?
g/TW.
is
the
nett
rate
of
foulin
(62)
e did
not
count
increased
He arrives
membrane with
Jf
particles
sweep
the wall.
point
R, proportional
smaller
of
which
to 1GO
starting
d
acceptance.
reentrainment
The
proportionat
oniy
remarks
widespread
turbulence part
by Gutman
(123)
for
to the weight at
an
time
or larger
of
integrated
for than
extra
any
resistance Gutman
pressure.
osmotic
the
the
fouling
equation two
twice
cases
due
foulinn
a hydraulic
layer
but
resistance
layer.
describing where
to the
introduces
the
the mass transfer
flux
the
fouled
decline
membrane
flux
of
the
is either
coefficient.
< 2kg Jv A, ?? kg
- U (AIU
+ :.a2r (63)
Jv exp
Jf
J” -=. Jf
k9 +
> 2 kg
A,
2 (A,U
- U + ;%aJ]
Comparison change
with
foulant
in the
and
parameters
the
experimental
data
shows
tha t accordin?
to the model
the
flux
time depends UPOTI the initial flux J,, the co~centr~t~o~ of the
with
feed
(a)
the
3 and
%ed
velocity
(U)
the ma5-S transfer
coefficient
kg
At.
The experimental initial flutes do not agree well with the th~o~~ti~a? values, but
final
3.3.4
flux
values
are
better
predicted
Model by Betfort and Marx
Belfort
and
Marx
(122) have for
performance converted the standard trztion eauation which describes as a function branes
of
with
accumulated
respect
the
sake
=
1 during
n = f3 during
and
. = constant = rr(I> for I‘~ = wCa) For
=
the
dividing
initial
the
steady
state
for
suspended
constant
ilitita!
V and
of membranes
to a modified of oermeation normalizes
ccl
fil-
coefCicient
different
the
Equation
later
~~~oac~ion.
(65)
(1c:v")
oeriod
oeriod
feed concentration
suspended
transient
steady
stage
of
state
meq-
of the rn~rnbr~~~
characteristic
variable
comparison
feed
period
with
concentration integrating
(n=l),
Z with the
C e~u~t~~n
above
by if.
11 the
For
transient
the
easy
volume
permeation
tc fouling
of
filtration equation the accumulated flux
1
R
of sewage water,
in processinfl
the
period
initital
period
(n=3)
after
67 and 68 should join smoothly
which is analonous to the standard
~~t~qrati~~
as V -e =,The
filtration
eouation..
the
enuation
eouation
becomes
becomes
and
59
NATTl-fIASSONAND SIVIK
The feed
correspondinn
~~ = (“p
-
also
/
water
surface
can salts
the
calculate
be
Jv = (“*/R,)
a plot
the
flux
(7b’,Rm)
in
be calculated
exp
the
knowledge transfer
to
( Jv/k,)
of
sol Ids
suspended
to can
of
eouation
UD of
ohysical
at
pronercies Then
exp
70 and flux
be seen
when
solutes
-_ = C. the
of it
is
membrane
the
1ac:cs.e
possible
59
71.
(Yb2/R,)
eq.
experimental
this
btiild
coefficients.
ecr.
-
oermeate
fouling
of
the
mass
accordin?
71 and
from
occurs
accordinn
a plot
magnitude eq.
decreasinn
71 and
versus as
exoerimental
osmotic
the
(7’ )
tJv/k21
results From
oressure.
difference
bec;geen
the
s,~ch
curve
results.
MET;dOOS FOR FOULING ANALYSIS
3.4
Fouling
anaiysis
characterizing The
hydrates. use
of
the
macro
analyses
(104)
used
in combination
et
al
aromatic
Watanabe
deposited
can
be
classifying
metal
or
deDosits in
identifyin?
materiat
as
components
forof
substances,
nresent
determining
the
in for
deoosits,
for
membranes.
identified
the
non-metal
are
s and
large
examole
example
the
in
degosit
nroteirls, enourlh
references as or-nan:c
fats
auartities
Fe, Ca,
orqanic
or
carSo-
to
allo::
acids,
noly-
P, etc.
Jonsson
analysis.
of
for
techniques suspended
the membranes
Normally
et al
proteins
and
substances,
sacharides,
tifying
on
It is a matter
inorganic
Lee
requires
solutes
deposits
85-103.
the
the
calculated
to
also
with
nivinq
be visualized
according
or
can
permeate
The fluxes
exponentially
polarization
described
-
for
qiven.
62) ,
flux
thus
the
also
Rm
concentration
and
can
are
~7)
The oure If
equations
concentration
(100)
(108)
SDS-gel with
used
compounds used
on a membrane.
gel
electrophoresis
scanning
mass in
the
filtration
The pectin
electron
spectrometry
in identification microscopy
and
nas
and
of whey
oermeatlon
chromatography
when
when
nect:n
studies.
iden-
membrane. and layer
calorimetry was washed
off
the
analysinn membrane
nrior
to
MATTHIASSON
90
Glcrver
analysed the structure of a deoosit with
(95)
mi croscopy . Lee
(105)
ultrafiltration
experiments,
spectrometer.
Kaneko
used
(119)
radio
actively
The
counting
measured
label took
led
In an article are
MAIR,
metry, critical
tension
MAIR and ellipsometry
tion-
of material index give
surface
attenuated
to be analjrted
respectively. further
fouling
The
regarding
about
solid
and
potential
which
allows
and
thickness
contact
surfaces
potential that
are
spectrascooy,
and contact
methods
composition
tension the
techniaues
infrared
might
Pretreatment
In table
3.2
OP PREVENT
of the
pretreatment
feed
determina-
microsconic and
determinations prove
useful
et et
(981 (129)
FOULING
are
listed.
3.2
Pretreatment
methods
Process
Product
Operation
Author
Heat treatment
&hey whey
UF PO
Hayes Smith
ptf adjustment
whey whey
RO UF
Lee
ion exchange
whey whey
RO UF
Hayes et al (98)
Hhey
RO
po~ypeo~id~, enzyme
IJF
whey
UF
Lee
whey
UF
Lee et al (120)
whey
UF
Lee
and
pH adjustment
Ca-sequestering
agents
(EDTA)
Glycerol solution
addition
to feed
*
Change
of ionic strength
Modification ~sulfhydry~-, Pre-ul
traf
of side chain carboxyl-1
i 1 tration
Smith et et al
Smith
amounts
refractive
solution
methods
listed.
ellioso;
studies-
3.5.1
TABLE
optical
surface
information
METHODS TO DIMINISH
3.5
determination
are
in
by Freeman (118).
of experimental
reflection
leucine
scintillation
under a reverse osmosis pro-
zetapotential
(139) a number
by Baier multiple
and
in a liouid
cess. Similar eTectrokin~tic experiments were p~rfo~~d
They
SIVIK
t~~ansmission electron
phosuhorus
place
AND
al al
al (129) (120)
et al
(129)
Smith et a? (129) Lee et al (120)
et al
et al
(120)
(131)
in
31
XiTTHIASSON XSD SIVIK
Many in the
of rhe
reasons
previous
increased
the
flux
the
BSA
~-~acto~lobulin
vent
retention
foulin!
showed
modification
allowed.
Lee
et al
EDTA-addition Apart
of unit the
3-5.2
Change
hydration
erouos
be
of
but
there
exist
chains
methods
which
are
methods,
has in-
examnle to nre-
involved
ooint
parts
of
in water
of view
treatment
the purification,
adsorption
methods,
of
were pY-chanve
that
a large also
coagulation,
nays
of altering
membrane
aim
number to channe
filtration
nrooerties
of
membrane
etc.
are
listed.
orooertles
Product
Process
Author
membranes
sulohonate polymer sulphonation, amination electrically nolarizedelectret membranes Immobilization on the membrane
Use of small current
The
cover
milk, raw sewage albumin, haemoclobin
UF UF
I'ano et al (135) howell et al (116)
colloidal
PO
Belfort
that
fouling
the
use
has been
of charoed
(137). Immobilization
higher
than
naked
UF of reconstituted
when processing
milk
membranes
twt forward
ChNinabaSaDDa fluxes
oarticles
et
al
(122)
electric
suggestion orevent
Greoor C-renor (132) Yomura et al (133 \!allace et a7 (134)
of enzymes surface
Use of orotective fixed dynamic
crease
for
as an example
additives
a commercial
- and
pronerties
different
of manipulation
Charged
partly
of
explained
(13@)
in order
be renarded
if the
been
feed
the membrane
of side
should
from
of
the
~-lacto~lobulin
performed
that
have
(1C '<) to
3.3
Chances
Type
could
oretreatments
Modifications
conclude
of membrane
3.3
feed
of qlycerol
be feasibfe-
‘listed
biological
in table
TABtE
(120)
of
increased
improvements
that
operations,
feed;
by
or carboxyl
could
the
from
use
addition
of oroteins.
some
chemical
or
the
The
- nossibly
creased and
behind
chapters,
of enzymes
membranes.
"ano
during
50 first
the
sewage water.
as a means
as a nreat
et al
future
to at
least
Potential Qroven
bv to nive
on membranes
has
(135)
a 9c! % increase
reoort
orocessinn
hours
and
a 12 '1.in-
in
92
MATTHIASSON
They also of
present
a Mel layer
lation
and the
exr?eriment
and
tective
cover
brane)
a model
or
of
type
includes
z-membrane that
the enzyme.
Belfort
et
a RO-membrane,
precoat
and
by Spiegler
a potential
The membrane serves of
theirenzym
A fair
al
either
protection,
agreement
(122)
suqqests
fixed
Increased
the growth
between
caicu-
the use of
fluxes
SIVIK
a pro-
Nuclepore and
mem-
decreased
result.
P US patent mA/cm'
kinetics is shown.
top of
or a dynamic
rejection
for
AND
(136)
claims
difference
as anode
of
that
2-20
use a small
V has
and the cathode
electric
a oositive
is a metal
current
action
on the
electrode
10-100 flux-
in the center
the tube.
3.5-3
Change
In table tions
in process
3.4
conditions
changes
at-e listed.
in process
Essentially,
it
and
conditions is
of
optimization
flow
conditions
and ootimization
a question
of
changing
of the
flow
shear
condlstress
at the membrane surface. T4XE
3.4
Changes
in process
Type of
aanipulation
CIl-,ered linear
conditions
Author
velocity
Hiddink et al (124) Thomas et al (17) Kuiper et al (85)
tise of static disglacement
mixers rods
i'se of
rn a f‘luidized
Cse
beads
of movinq
!Sse of
aiming
oolarization. module
viscous
products
demand.
The
action
at
increasea
rotates, (65)
and the
of the
of
promotors
at the membrane surface fouling
or eroding
the
where either
in processing
but has up till (glass,
module,
has
concen-
bed system.
apolication
beads
as ire11 as of
rotary
fluidized
Bass process,
fluidizing
(65)
at-e the
has a potential
in a single
as turbulence
effect
(124)
(138)
forces
shear
developments
et al
et al
Lopez
the deteterious Recent
IS either
Hiddink Lowe
to diminish
The rotary
bed
membranes or elements
Xanipulztions tration
Dejmek (51)
balls
rotating rotating
been used
and
now a large
2-3 mm diameter) surface
highly
gel
layer
energy
reoorted (124).
>l.ATTHIASSON AND
Cleaning
3.5.4
of
Cleaning
biological revjell
membranes
standard listed
water In for
techniques the
works
membrane
and
some
degree
there
are
mation
in
about
Balet-
mentions
takes
and
The
condo
and
in
process
dt-aIJ and
for
foul?nq. in
adhesion This
nw
at-e
fibrinogen,
“PROCES!j
like
blood
these
of
cellblat-
be
but
to
clean
tissue,
oral
of
material.
environments
at
in
uterine
solid tionetfor-
the
surface.
In the
case
that
the
evidence
and
and
chc
points
sDec ies
some
infor-
The condi anchor
sneclflc.
are
‘leasr
foulants,
further
a conditloninq
reasonably
at
oossible
crovldes
there
in mat-1 time
the to
TIO collect
interface
to
in
cases.
EC\tJIFMENf”
filtration
ity
of
inLet-face, and
enzymes
a
waste
in orher
disability
ft-ow ccl lular
considered
in
in municioal
LJor-kinc! lrlth
systems
has
oroblem.
a gossibil
_ In each
micro-
(83)
used
the
membrane
equipment
ilater the
also
pt-oteolytic
a 1 arqe
muco-oolysacchariaes
tioners
is
is
to
a non-physiological
ditioner
of
used
are
aoolications
flux
of
before
with
use
a certein
Belfort
R&membranes
OF OTh’ER i;II;I?S OF
proteinacious.
bonding
the other
adhesion
sea
zlace
Dredomantly
stronq
kinds
to maintain foulants.
mentioned
encountered
reasons
saliva
of
methods
the
only
parallels
(139)
surface
blood
not
the
cleaning
restore
all
some
cavities,
is
is
of
get
in many
PARALLELS TO FOULING As fouling
obder
rid
to
industry
but
to
in
as
the
dairy
well
performed
for
Many of
examole
3.6.
is
is
as well
renovation_
detergent the
93
SI.vIh:
t’le
of
ccn-
oral
cavl
the
studies
it
ty
a glycoprotein. This
infotmation
foul inrJ of Foul inq
can
a transpot-t
exarrwle
From
the
different longer
place
there
boundary
free
surface
gradient There (Baier,
from
as
layer
and
i:“lere
as
a number
139):
multiple
to
concent*-zte
of
(1W)
in
gradient_, temgerature analysis
vierr
the or
Itnowledne
1 Ike
unfo’ldlno,
describe
of
fluid.
F\nqstrb;ms_
ootential gradient methods
attenuated
: nternal
tension
determination,
is
one
ilznd
orientation
pt-ot?ln
.z!K! JS
aboui
needed
Chdrws
adsorntio~
on
p31:/-
*/ie\;.
has
layer
neglecred 1Jall
of
one
bulk
on the
more
Doint
boundary
normally
of
pbenonenon
Thus
othet--
the
those
surface
an sdsot-otion
Lyklema
ooint
are
are
critical
about
a thermodynamic
micrometers
energy well
hints
macromolecules
within
from
mm or m but
the
with
engineering
takes
as
on the
Nor&
surfaces
happens
nietry.
regarded
ohenomenon
For
styrene
be
some
_
ahenomenon
adsorption etc.
2ives
membranes
to
realize
and
that
The scale Important
thar
everytiinn
t5e
conaitio~s
of
t-eference
dr-ivlna
in ena:neet-in? gradlent.
ot-actlce stt-eam:np
tizt at-E_ 3~1~ is
forces for
nr,
~:ithlfl e~ai~;r?e
Qotentiaf
141) -
(Sandu, available reflection
contact
for
surface
anal?ls
suectrosconv
elligso-
Dotenilaf
determination
and others, Till chemical’ly creation solutions
now membrane inert
manufacturino
membranes.
of tailor-made with
the
aid
has mostly
However,
aimed
additional
at
efforts
nroducino may result
surfaces that are resistant to foulina
of methods
and apDroaches
like
high
those
even mentioned
flux,
in the of complex above.
95
MATTHIASSON AND SIVIK
Symbols = membrane
A
=
Al a
p&lO!I
constant,
equation
Jl
= 3Ub/tl
filtration
= soeciqic
a1
= concentration
a2 !3
resistance
of foulant
= lTo/co
C
= concentration
9
= diffusivity
E
= eFfective
cu
=
of solute coefficient
= equivalent
dh
hydrolic
diameter
thickness of the fouling layer
'w"b = Fanning friction coefficient
f
= Jv/Jvo
7 + CI
= gravitational
acceleration
h
= half channel hight
J
= Chi 1 ton-Co1 burn
J, ,'
factor
= oermeation
velocity
= oermeation
velocity
iyvl
= absolute
I.1
= 1 imiting
permeation
= constant,
equation
!
'V'L
K Kl,
4
K2,
value
K3=oroportionality
of
of
fouled
the
oermeation
51
constants
= hydrolic
k
= mass
transfer
coefficient
= mass
transfer
coefficients
k2
k3,
k4'
kg'
kg'
resistance
k,,
k9
= liquid
L
= channel
1
= thickness
F
= mass
ml
of fouling
for
layer
lactose
= constants
kg
side
mass
transfer
coefficient
length of deuosit
of foulant
= coefficient
velocity
veloci',y
KLl kl,
membrane
per
layer
unit area
of membrane
n, n1
= constants
0
= aoplied Dressure
AP
= oressure
drop
AP,
= oressure
c!rop across
'i
= rejection
Pm
= membrane resistance
Ra
= liayleigh
across
coefficient
number
comoaction
membrane the
cake
oer
unit
and
mass
salt
respectively
= Reynolds
number
= = intrinsic =: rate rate
of
re-entrai
=
rate
of
removal
=
exposeo
surface
=
Schmidt
number
=
Sherwood
=
time
7
axial
nment
area
for
transport
number
velocity vel oci ty
=
transverse
5
accumulated
=
dimensionless
volumetric
throughput velocities
permeation
mass average
vet oci ty
of
feed
time
a
=
turbidity
q
axial
=
transverse
or
radial
coordinate
=
transverse
OF
radial
distance
distance
coordinate from
membrane
surface
letters
KitfRm
Lc
=
3
= average
1
resistance
of deuosition
z
=
-creek
membrane
specific
cake
resistance
i.?
= fraction
of
z1
= membrane
constant,
:
= boundary
layer
::. ?-
= parameter
defined
according
to
equation
21
= Parameter
difined
according
to
equation
14
2
= accumulated
=dynamic ,kinematic
surface
cleared equation
by turbulence
burst
63
thickness
time
viscosity vfscosity
= osmotic
pressure
= osmotic
oressure
difference
=osmotic
Pressure
of
lactose
across
membrane
97
‘Tib2
osmotic
Dressure
P
= = fluid
c
= Staverrrtan
T
= shear
of
salt
density
1
reflection
stress,
coefficient
time,
(eq
53)
Subscrids b
= bulk
9
= gel
0
= condition
cl
= oermeate
condi t-ion
w
= membrane
surface
condition condition at
channel
condition
Cherators “nab1 a” operator substantial
inlet
lierivaxive
or
zero
time
MkTTHIASSON AND SIVIK
98
LITERATURE
1
R-3.
Bird,
W.E.
2
L. Dresner,
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by
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Inc.
New
Boundary
reverse
R.J. Raridon, H-K. Liu and
and
E.N.
York
tightfoot,
Phenomena,
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Cat.
deminerafizaticn
Lab.
Reut
362t
Williams,
Int.
J. Meat
Mass
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f7964f.
L. Dresner and K.A. Kraus, Desalination F.A.
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Transoort
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Transfer
13 (1969)
1441-1456. Y_ Ffakano, F-A_ F.
9
10
C. Tien
GIIiams,
and
Siam
Bellucio
A.
and
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L.J.
John
Wiley
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T.K.
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W.N.
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C.
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R.E.
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1092-1098.
18 (1974)
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13
5.
14
T.J.
Hendricks
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Scufirajan,
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g (1971)
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155-180. Ser.
68
(1971)
323-339. Srinivaisan
5.
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C. Tien,
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M.K.
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Liu.
AppJ,
I__ Dresner,
0.S.W.
Bellucci
and
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Srinivasan
B. Bansal,
C.K_
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Chem.
Res_ Res.
26
Dev,
N.. Esposito,
and
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9 (1971)
C. Tien,
Tsao,
Dev.JProgr.
25
Y,
26
G;,H_
&inograd, Rao and
f.1. Tot-en
27
J.J.
Hermans.
28
6. Bansal,
K.K.
8 and
Sirkar,
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27
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College
Doshi
74 (1974)
(1978)
3 (1972)
experimental
Clarkson
Dewan,
127-13?,
OesaIination
Desalination
and
181-191.
9 (1971)
854
Digest
3?6-flD5.
(1973).
28ff979)
Desalination
A.
339-156,
12 li'o_d (1973)
Desalinatron
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R_ De,Iuca, t. Derzansky,
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F.
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and
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Postam
reverse (1973).
~~TT~~ASSO~
AXD
99
SIVTK
29
B,
Bansal
and
I!.N. Gill,
A.:. Ch.E.
30
tl_N_ Gill
and
B, Bansaf,
A.I.Ch.E.J_
31
M.S.
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32
M.R.
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N.K.
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33
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W.N.
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M.R.
and
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K.
35
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and
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3-F.
R.A_
Johnson,
37
L.J.
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and
38
C-Y.
Chang
J.A.
Macquin
A.f.Ch.E.J.
and
39
S. Srininasan
40
T-K.
42
P.L.T.
42
T.K_
Sherwood,
43
bl.N.
Gill
44
M.C.
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45
A,S,
Michaels,
46
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and
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F.A.
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36
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A.1.Ch.E.J.
C. Tien,
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61. 11
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J.U_
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P.G.
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51
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52
H.
53
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A.R. Table
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D.G.
56
H, Lolachi,
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Unrverslty
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Doshi,
M_R.
Dev.
and
Ertg, Cehm.
Fundam.
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304. R.M.
Rept
Keller,
843,
U.S.
Cesalination Cleat
of
the
9 (1971) Interior
23. (1973)
_
100
EWTTHIASSOM
57
E . !4. Pitera
and
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52.
5g
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59
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J. Csurny, C.G.
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68
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the
Sisso~
aeriod 270,
l5/3 Oak
and 1968
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(1977)
Koning,
C.A.
Smolders
and
465-483. of milk
and
International
whey
b_v reverse
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Tennessee
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