Ammonia removal by sweep gas membrane distillation
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Transcript of Ammonia removal by sweep gas membrane distillation
w a t e r r e s e a r c h 4 3 ( 2 0 0 9 ) 1 6 9 3 – 1 6 9 9
Avai lab le a t www.sc iencedi rec t .com
journa l homepage : www.e lsev ie r . com/ loca te /wat res
Ammonia removal by sweep gas membrane distillation
Zongli Xie*, Tuan Duong, Manh Hoang, Cuong Nguyen, Brian Bolto
CSIRO Materials Science and Engineering, Private Bag 33, Clayton South, Vic. 3169, Australia
a r t i c l e i n f o
Article history:
Received 17 September 2008
Received in revised form
16 December 2008
Accepted 27 December 2008
Published online 18 January 2009
Keywords:
Membrane distillation
Sweep gas
Ammonia removal
* Corresponding author. Tel.: þ61 3 9545 293E-mail address: [email protected] (Z. Xi
0043-1354/$ – see front matter Crown Copyrdoi:10.1016/j.watres.2008.12.052
a b s t r a c t
Wastewater containing low levels of ammonia (100 mg/L) has been simulated in experi-
ments with sweep gas membrane distillation at pH 11.5. The effects of feed temperature,
gas flow rate and feed flow rate on ammonia removal, permeate flux and selectivity were
investigated. The feed temperature is a crucial operating factor, with increasing feed
temperature increasing the permeate flux significantly, but reducing the selectivity. The
best-performing conditions of highest temperature and fastest gas flow rate resulted in
97% removal of the ammonia, to give a treated water containing only 3.3 mg/L of ammonia.
Crown Copyright ª 2009 Published by Elsevier Ltd. All rights reserved.
1. Introduction The MD process is a thermally driven process and only
Ammonia is a major pollutant in many industrial and agri-
cultural wastewaters (El-Bourawi et al., 2007). Its elimination
is essential in reusing wastewaters in industry. Ammonia is
often removed by conventional technologies such as packed
tower aeration, biological treatment or adsorption as ammo-
nium ion onto zeolites. The applicability of ammonia removal
technologies generally depends upon several factors such as
contamination level, plant safety and regulatory consider-
ation, and availability of a heating source and chemicals. In
some situations, conventional methods can be costly and
inefficient (Bonmatı́ and Flotats, 2003; Liao et al., 1995). There
is a continuing need for an alternative separation technique
for more efficient removal of ammonia from aqueous streams.
In recent years, membrane distillation (MD) has received
much attention for the removal of volatile compounds like
ammonia because of its potentially low energy requirement. It
has potential for recycling and reuse of industrial wastewater,
and can be especially beneficial for wastewater streams
having a high temperature but relatively low levels of volatile
organic compounds and ammonia.
8; fax: þ61 3 9544 1128.e).ight ª 2009 Published by
vapour molecules are transported through the microporous
hydrophobic membrane. The membrane acts as a barrier to
separate the feed solution (hot side) from the permeate (cool
side) which contains either a liquid or a gas phase (Banat and
Simandi, 1998). The hydrophobic nature of the microporous
membrane prevents liquid from entering its pores, and a fixed
interface is formed at the entrance to the pores. The concen-
tration and temperature difference at the pores’ entrance
produces a vapour pressure gradient, which is the driving
force for vapour molecules of more volatile compounds to
migrate from the feed to the permeate side of the membrane.
At the permeate side, migrated molecules are either
condensed or removed in the vapour phase, depending on the
configuration (El-Bourawi et al., 2006, 2007; Lawson and Lloyd,
1996, 1997).
There are generally four well-known MD configurations:
direct contact MD, air gap MD, sweep gas MD and vacuum MD.
Different MD configurations have been reviewed extensively
(Alklaibi and Lior, 2004; Burgoyne and Vahdati, 2000;
El-Bourawi et al., 2006; Lawson and Lloyd, 1997; Qin et al.,
1996). Other membrane technologies that have been tested for
Elsevier Ltd. All rights reserved.
PumpPreheater
Feedcontainer
Rotameter
Balance
TI
TITI Membranemodule
Absorbingbottle
Air
Vent
Fig. 1 – Sweep gas MD apparatus.
w a t e r r e s e a r c h 4 3 ( 2 0 0 9 ) 1 6 9 3 – 1 6 9 91694
ammonia removal are osmotic membrane distillation (Wang
et al., 2004) and pervaporation (Banat and Simandi, 1996).
Ammonia in aqueous solution exists in two forms:
volatile ammonia molecules NH3 and NH4þ ions. Only the
volatile ammonia molecules are removed by MD. The
amount of ammonia that can be removed depends largely on
the pH and temperature (El-Bourawi et al., 2007). Increasing
pH reverses the ammonia dissociation reaction to produce
more volatile ammonia in the aqueous solution. Increasing
temperature also favours production of volatile ammonia in
the aqueous solution. This is because the solubility of
ammonia decreases with increasing temperature, resulting
in a higher total vapour pressure. For a 10 wt% ammonia
solution, the total vapour pressure increases from 12.1 kPa at
20 �C to 48.3 kPa at 50 �C (Salavera et al., 2005). In addition,
increasing the ammonia concentration in water also
increases the total vapour pressure of the solution. At 20 �C,
the vapour pressure increases from 12.1 to 148.8 kPa, when
the ammonia concentration is increased from 10 to 40 wt%
(Salavera et al., 2005).
Early membrane work on ammonia extraction from
synthetic feed waters with a spiral wound polytetrafluoro-
ethylene (PTFE) gas separation membrane had sulphuric acid
as an ammonia absorbing liquor on the receiving side of the
system (Imai et al., 1982). There was no temperature differ-
ence across the membrane in this approach. An analogous MD
investigation, again using a PTFE membrane, has explored
ammonia recovery from livestock wastewater. It made use of
inorganic acids and also fumaric acid as absorption solutions
on the permeate side (Sato et al., 2006). When fumaric acid
was employed the ammonium fumarate obtained could be
utilised in enzymatic amino acid production.
In one study using various MD configurations, ammonia
(up to 39 g/L) was removed from water using flat sheet PTFE
membranes with a mean pore size of 0.1 or 0.2 mm and 60%
porosity (Ding et al., 2006). Higher ammonia concentrations
resulted in lower selectivity. The separation performance was
greatly affected by the membrane properties. Higher mass
transfer but lower selectivity were obtained with thinner
membranes of larger pore size. Both could be improved by
raising the pH. Vacuum MD showed the highest mass transfer,
but lowest selectivity. Direct contact MD gave the highest
selectivity and moderate mass transfer. The sweep gas mode
had moderate selectivity and the lowest mass transfer.
Vacuum MD of ammonia solutions (4.9–21 g/L) with PTFE
membranes has been studied under various operating condi-
tions (El-Bourawi et al., 2007). High feed temperatures, low
downstream pressures, high feed concentrations and high pH
enhanced ammonia removal, with pH being the dominant
factor. An ammonia removal efficiency of up to 90% and
a separation factor of 8 were reported. It was noted that the
resistance imposed by thermal and concentration boundary
layers adjacent to the membrane surface could contribute
significantly to the overall mass transfer resistance.
The removal of ammonia from a wastewater having
a relatively high ammonia concentration (500–10,000 mg/L)
has also been studied (Ding et al., 2006; Zhu et al., 2005). At
ammonia concentrations of up to 3200 mg/L the mass transfer
coefficient for sweep gas MD was found to be similar to that
obtained for vacuum MD; but the selectivity was 27–100%
higher (Ding et al., 2006). Membrane wetting caused by the
condensation of water droplets in the membrane pores is
minimised in sweep gas MD (Franken et al., 1987). Amongst
various MD operating modes, the sweep gas MD was found to
be the most suitable for the removal of volatile chemicals from
industrial wastewaters (Khayet et al., 2003; Rivier et al., 2002).
Despite extensive studies of ammonia removal from
aqueous streams by MD, little work has been published on the
removal of ammonia from wastewaters containing low
concentrations of ammonia by sweep gas MD. It is known that
the feed concentration has a significant influence on MD
performance and many industries discharge the wastewater
containing only low levels of contaminant. It is important to
gain an understanding of the operating parameters in the
performance of MD for scaled-up applications. This paper
presents a study simulating the polishing of industrial
wastewater that has a low level of ammonia (w100 mg/L) and
high pH (>11). Sweep gas MD was employed for all experi-
ments and the effects of operating parameters such as feed
flow rate, feed temperature, sweep gas flow rate and sweep
gas temperature on ammonia removal and separation
performance were investigated.
2. Experimental
2.1. Membrane distillation system
The experiments were conducted using commercial micro-
porous hydrophobic flat sheet PTFE membranes supplied by
Advantec MFS Inc. Membranes used in the study had a pore
size of 0.45 mm, 70% porosity and thickness of 100 and 200 mm.
Fig. 1 shows a schematic drawing of the sweep gas MD system.
The membrane module was made from stainless steel and
had a membrane surface area of 50 cm2. The feed solution was
pumped continuously through a pre-heater to reach the
required temperature prior to it entering the feed side of the
MD unit. A compressed air stream (4 bar) at room temperature
used as the sweep gas was introduced countercurrently to the
permeate side of the membrane. The air flow rate was
controlled by a mass flow controller (Smart-Trak� M100) with
an accuracy of �1%. Temperatures at the feed inlet, feed
outlet, air inlet and air outlet were monitored with K-type
0
20
40
60
80
100
0 50 100 150 200 250Time (min)
Am
mo
nia rem
oval (%
)
250 ml/min100 mL/min
59 mL/min
Fig. 2 – Effect of feed flow rate on ammonia removal (feed
temperature 65 8C, gas flow rate 3.0 L/min).
w a t e r r e s e a r c h 4 3 ( 2 0 0 9 ) 1 6 9 3 – 1 6 9 9 1695
thermocouples. The feed inlet temperature was maintained
constant with the aid of a temperature controller in the pre-
heater, with an accuracy of �1 �C. For all experiments
performed, the temperature difference along the membrane
on the feed side was found to be within 4 �C even at the low
feed flow rate. However, on the permeate side, there was
a large temperature rise from the air inlet to the air outlet,
generally >30 �C. It was found that the temperature drop on
the feed side and the temperature rise on the permeate side
were affected by the feed and sweep gas flow rate.
During the experiment, samples were taken periodically
for ammonia analysis. The weight loss from the feed side was
measured every 30 s with a digital balance (A&D model
GF-6000 with an accuracy �0.1 g), and recorded by a computer
interfaced to the system. At the outlet of the MD unit, the
sweeping air stream carrying ammonia and water vapour was
first introduced into an absorbing bottle before it was vented.
The absorbing bottle was placed in a cold trap filled with ice to
maximise condensation of the water vapour. Prior to the start
of each experiment, 100 mL of 0.1 M H2SO4 solution was added
to the absorbing bottle to maximise the absorbing efficiency of
ammonia. The weight gain and the ammonia concentration in
the absorbing bottle were measured at the end of the experi-
ment. Based on this, the weight of permeate collected and the
ammonia concentration in the permeate were then calcu-
lated. To ensure the accuracy of calculation of the flux and
selectivity, mass balance for both water and ammonia was
conducted for each experiment by using above measured
weight and concentration data. This was done on both the
feed side and the permeate side. The agreement on mass
balance from both sides was generally good, with a discrep-
ancy of �2%.
An ammonia concentration of 100 mg/L with a pH of 11.5
was selected as the feed solution in the study to simulate
industrial wastewaters with similar characteristics. The
aqueous ammonia feed solution was prepared from 25%
analytical grade ammonia solution (Chemsupply) and de-
ionised water. The pH of feed solution was adjusted to 11.5 by
the addition of NaOH solution prior to each experiment.
2.2. Ammonia analysis
A Hanna ammonia ion specific meter (HI 93733) was used to
measure the ammonia concentration in the solution. The
measurement is based on the ASTM Manual of Water and
Environmental Technology, D1426-92, Nessler method. The
reaction between ammonia and reagents used causes a yellow
tint in the sample which is subsequently detected by a diode
photocell.
2.3. Ammonia removal efficiency and separationperformance
The ammonia removal efficiency is determined from the
equation:
Ammonia removalð%Þ ¼ Cf � Ct
Cf� 100 (1)
where Cf is the ammonia concentration in the feed solution
(mg/L) and Ct is the ammonia concentration at time t.
The separation performance is usually discussed in terms
of flux and selectivity, and generally there is a trade off
between flux and selectivity. Permeate flux is determined by
the mass of permeate collected, the membrane area and the
time of the experimental run. Selectivity represents the
measure of the preferential transport of ammonia. Selectivity
is defined by the equation:
Selectivity ¼ y=ð1� yÞx=ð1� xÞ (2)
where x and y are the mass fractions of ammonia in the feed
and the permeate, respectively.
3. Results and discussion
3.1. Effect of feed flow rate
The effect of feed flow rate on ammonia removal at 65 �C and
with a sweep gas flow rate of 3 L/min is shown in Fig. 2. The
ammonia removal increased from 67 to 77% after 2 h as the
feed rate was increased from 59 to 100 mL/min. However, only
a slight improvement in the removal rate was found as the
feed rate was further increased from 100 to 250 mL/min. As
expected, the higher feed flow rate increased the turbulence
on the feed side and consequently promoted both heat and
mass transfer from the bulk feed to the membrane surface,
thus resulting in higher ammonia removal efficiencies.
Ammonia removal from aqueous solution by sweep gas
MD consists of three mass transfer resistances which exist on
the feed side, the membrane itself and the permeate side
(Ding et al., 2006). These include the diffusion of ammonia
from the bulk feed to the membrane interface, across the
gas-filled pore of the membrane and from the membrane-
permeate interface to the permeate bulk phase. The mass
transfer of ammonia is further complicated by the dissocia-
tion of ammonia.
For ammonia removal by the MD process, the driving force
for the transfer of ammonia across the membrane is the
difference in the partial pressure of ammonia on each side of
0.0
3.0
6.0
9.0
12.0
0 50 100 150 200 250 300Feed flow rate, mL/min
Selectivity
Fig. 4 – Effect of feed flow rate on ammonia selectivity (feed
temperature 65 8C, gas flow rate 3.0 L/min).
w a t e r r e s e a r c h 4 3 ( 2 0 0 9 ) 1 6 9 3 – 1 6 9 91696
the membrane (Cussler, 2000). Ammonia molecules can be
removed directly at the membrane interface, but ammonia
ions NH4þ must first react with hydroxide to form ammonia
molecules before they can be removed. The reaction of NH4þ
with hydroxide is a rapid chemical step; however, the diffu-
sion of hydroxide near the membrane surface is not always
fast. Thus the local absence of hydroxide may sometimes
inhibit ammonia removal (Semmens et al., 1990). The high
feed flow rate increases the diffusion rate of OH� towards the
membrane surface, thus improving the ammonia removal
efficiency. Once the diffusion rate of OH� and the dissociation
rate reach the optimum, unless there are changes in
membrane properties and operating conditions, the
maximum possible removal efficiency is reached, as can be
seen from Fig. 2.
The effect of feed flow rate on the permeate flux and
ammonia selectivity is shown in Figs. 3 and 4, respectively. As
the feed flow rate increased, the permeate flux was increased,
but the selectivity slightly decreased. This could be explained
by temperature and concentration polarisation. As the heat
transfer coefficient increases with feed flow rate, the
temperature difference between the bulk feed and the
membrane surface is reduced. At the same time, increased
turbulence caused by the higher feed flow rate also increases
the ammonia concentration and water vapour pressure on the
feed-membrane interface. The combined effect thus results in
an increase in the permeate flux, but not necessarily the
selectivity.
100
3.2. Effect of sweep gas flow rate
In sweep gas MD, the inert gas, normally operated at ambient
condition, removes vapour from the permeate side of the
membrane and condensation takes place outside the
membrane module. Sweep gas MD combines both the low
conductive heat loss of air gap MD and the reduced mass
transfer resistance of direct contact MD (El-Bourawi et al.,
2006). The gas is not stationary and sweeps over the
membrane surface, which in turn results in enhancing the
mass transfer coefficient, leading to a higher permeate flux
compared to air gap MD. In addition, the sweep gas MD
configuration allows a higher permeate flux and evaporation
0
4
8
12
16
0 50 100 150 200 250 300Feed flow rate, mL/min
Perm
eate flu
x, kg
/m
2 h
r
Fig. 3 – Effect of feed flow rate on permeate flux (feed
temperature 65 8C, gas flow rate 3.0 L/min).
efficiency in comparison to direct contact MD (Khayet et al.,
2003; Rivier et al., 2002). In sweep gas MD, the sweep gas flow
rate is more likely to control the MD process. A small change
in the sweep gas flow rate is expected to have significant
effects on the permeate flux.
Fig. 5 shows the effect of sweep gas flow rate on ammonia
removal with a feed temperature at 75 �C and a feed flow rate
of 250 mL/min. With the sweep gas flow rate increasing from
0.4 to 3 L/min, ammonia removal increased from 48 to 96%
after 2 h. This is because the driving force in MD is the vapour
pressure difference across the membrane. As the sweep gas
flow rate increases, the vapour pressure of both water and
ammonia on the permeate side decreases, resulting in an
increased driving force. In addition, an increase in sweep gas
flow rate reduces the mass transfer boundary layer resistance,
so the ammonia removal efficiency is increased. However, it
was noted that there was little increase in ammonia removal
efficiency as the flow rate was further increased to 5 L/min.
This is because the pressure of the sweep gas increases with
the increasing sweep gas flow rate, leading to an increase in
the resistance of the boundary layer. As a result, there is no
0
20
40
60
80
0 50 100 150 200Time, min
Am
mo
nia rem
oval, %
0.4 L/min2 L/min3 L/min5 L/min
Fig. 5 – Effect of sweep gas flow rate on ammonia removal
(feed temperature 75 8C, feed flow rate 250 mL/min).
0
3
6
9
12
0 1 2 3 4 5 6Sweep gas flow rate, L/min
Selectivity
50°C65°C75°C
Fig. 7 – Effect of sweep gas flow rate on ammonia
selectivity (feed flow rate 250 mL/min).
w a t e r r e s e a r c h 4 3 ( 2 0 0 9 ) 1 6 9 3 – 1 6 9 9 1697
further improvement when the sweep gas flow rate is
increased. Therefore, there is an optimal sweep gas flow rate
that needs to be identified in order to obtain a high ammonia
removal efficiency.
The effect of sweep gas rate on the permeate flux and
ammonia selectivity is shown in Figs. 6 and 7, respectively.
Under the conditions used in the study, the permeate flux
increased with increasing sweep gas flow rate. The enhancing
effect of sweep gas flow rate on the permeate flux has also
been observed earlier (Khayet et al., 2000, 2002; Ding et al.,
2006). The enhancement could be explained by the reduced
temperature polarisation effect and the increase of the sweep
gas temperature along the membrane module. This increases
the driving force and consequently the permeate flux. The
selectivity of ammonia was found to decrease slightly when
operated at 55 and 65 �C, but remains almost unchanged at
75 �C as the sweep gas flow rate is increased. This may be
related to the increased amount of water vapour transported
to the permeate side with the increased sweep gas flow rate
compared to the transfer of ammonia.
Temperature polarisation effects depend mainly on the
dynamic properties of the fluids adjoining the membrane. In
sweep gas MD, the temperature polarisation was found to be
localised at the permeate side and the air temperature polar-
isation coefficient becomes the dominant parameter (Khayet
et al., 2002). As the sweep gas flow rate increases, the Reynolds
number increases. The temperature at the membrane surface
and the temperature in the bulk permeate are almost the
same. As a result, the thermal boundary layer resistance is
reduced and heat transfer increases with minimised temper-
ature polarisation effects. Therefore the permeate flux
increases. In one study (Khayet et al., 2000), it was found that
the temperature polarisation coefficient increased with
increasing air velocity, indicating a decrease in the tempera-
ture polarisation effect.
As mentioned earlier, the extent of the sweep gas
temperature rise was more than that of the feed temperature
drop along the membrane. For example, at the sweep gas flow
rate of 3.0 L/min, the feed temperature was reduced from
75 �C at the inlet to 71 �C at the outlet. On the other hand, the
air temperature increased from 23 �C at the inlet to 66 �C at the
0
4
8
12
16
0 1 2 3 4 5 6Sweep gas flow rate, L/min
Perm
eate flu
x, kg
/m
2 h
r
50°C
65°C
75°C
Fig. 6 – Effect of sweep gas flow rate on permeate flux (feed
flow rate 250 mL/min).
outlet. When the sweep gas flow rate increases, the variation
of the increase of the sweep gas temperature along the
membrane might affect the local driving force and conse-
quently the permeate flux, as found in the previous study
(Khayet et al., 2000).
3.3. Effect of feed temperature
Fig. 8 shows the effect of feed temperature with a sweep gas
flow rate of 3.0 L/min and a feed flow rate of 250 mL/min. As
expected, higher feed water temperatures gave better
ammonia removal. A total ammonia removal of 97% after 2 h
at 75 �C resulted in a treated water with an ammonia
concentration of only 3.3 mg/L. High feed temperatures
enhance ammonia diffusion in both the membrane pores and
the sweep gas due to a higher mass transfer coefficient. In
addition, more volatile ammonia is present in the feed solu-
tion due to the endothermic nature of the dissociation of
ammonium ions.
The effect of feed temperature on the permeate flux and
ammonia selectivity is shown in Figs. 9 and 10, respectively.
0
20
40
60
80
100
120
0 50 100 150 200Time (min)
Am
mo
nia rem
oval (%
)
50°C
65°C75°C
Fig. 8 – Effect of feed temperature on ammonia removal
(feed flow rate 250 mL/min, gas flow rate 2 L/min).
0
4
8
12
16
40 50 60 70 80Temperature, °C
Pe
rm
ea
te
flu
x, k
g/m
2 h
r
2 L/min3 L/min5 L/min
Fig. 9 – Effect of feed temperature on permeate flux (feed
flow rate 250 mL/min).
0
10
20
30
40
50
60
70
80
90
0 20 40 60 80 100 120 140Time (min)
Am
mo
nia rem
oval (%
)
■ Air inlet 5°C♦ Air inlet 23°C
Fig. 11 – Effect of sweep gas inlet temperature on ammonia
removal (feed flow rate 250 mL/min, feed temperature
75 8C, gas flow rate 3.0 L/min).
w a t e r r e s e a r c h 4 3 ( 2 0 0 9 ) 1 6 9 3 – 1 6 9 91698
The permeate flux increased significantly with increasing feed
temperature, but the selectivity decreased. This is in agree-
ment with findings reported in the literature (Ding et al., 2006;
Khayet et al., 2002; Lawson and Lloyd 1996). As the tempera-
ture is increased, there is an exponential increase in the
vapour pressure of the feed solution which in turn increases
the transmembrane vapour pressure and the driving force.
However, since the water vapour pressure and diffusivity also
increased, the mass transfer of water vapour is intensified and
as a result, the ammonia selectivity is decreased.
3.4. Effect of sweep gas inlet temperature
The effect of sweep gas inlet temperature on ammonia
removal is presented in Fig. 11. The results indicate that the
sweep gas inlet temperature does not play important role in
ammonia removal efficiency. When the air inlet temperature
was increased from 5 to 23 �C, the ammonia removal
decreased slightly (<5%). This means that the effect of the
0
3
6
9
12
40 50 60 70 80Temperature,°C
Selectivity
2 L/min3 L/min5 L/min
Fig. 10 – Effect of feed temperature on ammonia selectivity
(feed flow rate 250 mL/min).
sweep gas inlet temperature on sweep gas MD for ammonia
removal is negligible or only marginal. The result is in agree-
ment with the finding reported by Basini et al. (1987) and Lee
and Hong (2001), but not with the finding reported by Khayet
et al. (2002). The negligible effect of sweep gas inlet tempera-
ture could be because the specific heat capacity of air is much
lower than that of water. As a result, the sweep gas temper-
ature increases very rapidly from the inlet to the outlet of the
module. As observed during the experiment, the sweep gas
outlet temperature remained almost the same (66� 1 �C),
whereas the gas inlet temperature increased from 5 to 23 �C.
That is, increasing the sweep gas inlet temperature had only
a marginal effect on the temperature gradient across the
membrane and hence the driving force. Therefore, the effect
of sweep gas inlet temperature on the ammonia removal and
the permeate flux is essentially negligible.
4. Conclusion
Sweep gas MD provides a potential application for very effi-
cient recycling of industrial process wastewaters containing
low levels (up to 100 mg/L) of ammonia. Up to 97% removal of
ammonia could be achieved, resulting in an ammonia
concentration in the treated water being as low as 3.3 mg/L.
Operating variables such as feed temperature, feed flow rate
and gas flow rate were found to have significant influences on
the efficiency of ammonia removal. Sweep gas inlet temper-
ature had a negligible influence on ammonia removal. A
higher feed temperature, feed flow rate and sweep gas flow
rate promoted ammonia removal efficiency and permeate
flux. The feed temperature was a crucial operating factor in
the process, as a balance between flux and selectivity needs to
be considered. The feed flow rate and gas flow rate have less
influence on ammonia selectivity.
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