an investigation into the adsorption removal of ammonium (2014 1-s2.0-s1876107013001168-main)
TRANSCRIPT
-
8/10/2019 An Investigation Into the Adsorption Removal of Ammonium (2014 1-s2.0-S1876107013001168-Main)
http:///reader/full/an-investigation-into-the-adsorption-removal-of-ammonium-2014-1-s20-s1876107013001168-m 1/11
An investigation into the adsorption removal of ammonium by salt activated
Chinese
(Hulaodu)
natural
zeolite:
Kinetics,
isotherms,
and
thermodynamics
Aref Alshameri a, Chunjie Yan a,*, Yasir Al-Anib, Ammar Salman Dawoodb, Abdullateef Ibrahim c,Chunyu Zhoua, Hongquan Wanga
aEngineering Research Center of Nano-geomaterial of Education Ministry, China University of Geosciences, Wuhan 430074, Chinab School of Environmental Studies, China University of Geosciences, Wuhan 430074, Chinac State Key Laboratory of Biogeology and Environmental Geology, China University of Geosciences, Wuhan 430074, China
1. Introduction
Clinoptilolite (Na,K,Ca)6(Si,Al)36O7220H2O is one of the natu-
rally existing zeolites. It is rich in silica and has a lower ion-
exchange capacity than other zeolites as well as less than that of
many of the available synthetic ion-exchange resins. It generally
exhibits a high selectivity for ammonium and metallic ions [1,2].
Clinoptilolite from different deposits has been widely reported as
adsorbent for ammonium removal from wastewaters [3,4]. Natural
zeolite, on the other hand, needs to be purified and modified in
order to improve its ion-exchange [5] and adsorption properties
before it can be used to remove ammonium effectively. Nitrogen
compounds in aqueous environments are usually found in the form
of ammonium ions (NH4+). Important sources of NH4
+ include
effluent from municipal sewage treatment plants, the application
of fertilizer in agricultural practices and industrial processes all of
which contributes to the accelerated incidence of eutrophication
resulting in algal bloom in lakes and rivers [610]. Complete
removal of NH4+ is required due to its toxicity to the majority of
aquatic life. For example, the ammonium nitrogen concentration
for most fish species must not exceed 1.5 mg NH4+ ion [11,12].
NH4+ concentration, in certain surface waters serving as a source of
potable water, is much higher than the permissible level, due to
large quantities of industrial and municipal wastewater being
discharged into existing water resources [5,13]. This threatens the
availability of safe drinking water and, thus, human health. For this
reason, the prevention of nitrogen pollution with NH4+ removal
from wastewater is of great importance [7,9,14,15].
Various methods including air stripping, biological methods
and activated carbon have been used for NH4+ removal [1619].
However, since biological methods do not respond well to shock
loads of ammonium, unacceptable peaks of NH4+ over the
discharging levels may frequently appear in the effluent. Also,
high costs, poor regeneration and uncertainty of outcome are some
of the frequently encountered limitations in the application of the
biological method. Moreover, there is a high risk to safety during
Journal of the Taiwan Institute of Chemical Engineers 45 (2014) 554564
A R T I C L E I N F O
Article history:
Received 2 February 2013
Received in revised form 2 May 2013
Accepted 6 May 2013
Available online 12 June 2013
Keywords:
Zeolite (clinoptilolite)
Adsorption
Activated zeolite
Ammonium removal
Kinetics and isotherm
A B S T R A C T
The development of the process of sodium activation of zeolite has been an effective technique for
enhancing the efficiency of ammonium removal. In this research, the optimum conditions for the
activation of Chinese (Hulaodu) zeolite of themost effective parameters such as sodium concentration,
stirring time, and temperature were determined. Themost efficient conditions were selected according
to the highest ammonium removal capacity. The characteristics of activated zeolite (ActZ) and its
mechanism of ammonium removal were investigated and compared with that of natural zeolite (NZ).
Additionally, both zeolites were analyzed by scanning electronmicroscopy (SEM), Zeta potential, X-ray
diffraction (XRD), thermogravimetry (TG) and BET surface analysis. The activated zeolite revealed the
highest ammonium removal efficiency reaching up to 98%based on stirring time, zeolite loading, initial
ammonium concentration, temperature and pH. The adsorption kinetic was explored and fitted best
with the pseudo-second-order model, whereas adsorption isotherm results illustrated that Langmuir
model (LM) provided thebestfit forthe equilibriumdata.Moreover,thermodynamicparameters such as
change in free energy (DG8), enthalpy (DH8) and entropy (DS8) were also calculated. The parametersrevealed that the exchange of ammonium ion by activated zeolite occurred spontaneously at ambient
conditions (25 8C). It was concluded that when Chinese (Hulaodu) zeolite is activated under thecondition of 1 M NaCl, 70 8C and stirring time of 30min, an excellent removal of NH4
+ was obtained.
2013 Taiwan Institute of Chemical Engineers. Published by Elsevier B.V. All rights reserved.
* Corresponding author. Tel.: +86 18971579917; fax: +86 027 67885098.
E-mail address: [email protected] (C. Yan).
Contents
lists
available
at
SciVerse
ScienceDirect
Journal of the Taiwan Institute of Chemical Engineers
journal homepage : www.elsev ier . com/loc ate / j t ice
1876-1070/$ see front matter 2013 Taiwan Institute of Chemical Engineers. Published by Elsevier B.V. All rights reserved.
http://dx.doi.org/10.1016/j.jtice.2013.05.008
http://dx.doi.org/10.1016/j.jtice.2013.05.008http://dx.doi.org/10.1016/j.jtice.2013.05.008http://dx.doi.org/10.1016/j.jtice.2013.05.008http://dx.doi.org/10.1016/j.jtice.2013.05.008http://dx.doi.org/10.1016/j.jtice.2013.05.008http://dx.doi.org/10.1016/j.jtice.2013.05.008http://dx.doi.org/10.1016/j.jtice.2013.05.008http://dx.doi.org/10.1016/j.jtice.2013.05.008http://dx.doi.org/10.1016/j.jtice.2013.05.008http://dx.doi.org/10.1016/j.jtice.2013.05.008http://dx.doi.org/10.1016/j.jtice.2013.05.008http://dx.doi.org/10.1016/j.jtice.2013.05.008http://dx.doi.org/10.1016/j.jtice.2013.05.008http://dx.doi.org/10.1016/j.jtice.2013.05.008http://dx.doi.org/10.1016/j.jtice.2013.05.008http://dx.doi.org/10.1016/j.jtice.2013.05.008http://dx.doi.org/10.1016/j.jtice.2013.05.008http://dx.doi.org/10.1016/j.jtice.2013.05.008http://dx.doi.org/10.1016/j.jtice.2013.05.008http://dx.doi.org/10.1016/j.jtice.2013.05.008http://dx.doi.org/10.1016/j.jtice.2013.05.008mailto:[email protected]:[email protected]://www.sciencedirect.com/science/journal/18761070http://www.sciencedirect.com/science/journal/18761070http://www.sciencedirect.com/science/journal/18761070http://dx.doi.org/10.1016/j.jtice.2013.05.008http://dx.doi.org/10.1016/j.jtice.2013.05.008http://www.sciencedirect.com/science/journal/18761070mailto:[email protected]://dx.doi.org/10.1016/j.jtice.2013.05.008 -
8/10/2019 An Investigation Into the Adsorption Removal of Ammonium (2014 1-s2.0-S1876107013001168-Main)
http:///reader/full/an-investigation-into-the-adsorption-removal-of-ammonium-2014-1-s20-s1876107013001168-m 2/11
the subsequent processing such as the aeration process which
causes stripping effects for volatile compounds resulting in
accidental releases, often causing odor and aerosol with health
implications [20,21].
Contingency on temperature and climate conditions constitutes
another disadvantage in this process [22]. Compared with the
above mentioned methods, high safety, low cost [13,2326] and
relative simplicity of application and operation are some of the
attributes that are attracting an increasing focus on the use of
zeolite for environment applications [2,8,11].
The factors that influence ammonium removal performances
are mainly pH, temperature, reaction time, initial concentration
of NH4+, and adsorbent dosage. Although many previous studieshave focused on these factors collectively [3,27,28], however,
comparison of the results from the available literature indicates
significant variability in the reported behavior.
It seems that natural clinoptilolites from different places have
different characteristics [9,10,29,30]. These differences in the
characteristics of clinoptilolites are probably attributed to the
differences in the geological formation of zeolite sources
[21,31,32]. Therefore, each special zeolite material has its own
special characteristics and still requires to be researched individ-
ually [11,27,31].
The main aim of this study is to determine the optimal
conditions for the activation of Chinese (Hulaodu) zeolite to get the
best results for the adsorption of NH4+ by salt treatment. The main
focus
of
the
study
is
the
transformation
of
low
grade
Hulaoduszeolite to a high cation exchanger under appropriate activation
conditions. An investigation and comparison of characteristics and
the equilibrium removal of NH4+ ion onto both zeolites was also
carried out.
The specific objectives of this research is to study the sodium
activation of zeolite samples and the effect of various parameters
on zeolite activation such as sodium concentration, stirring time,
and temperature. And to identify the key processes controlling the
rate of ammonium adsorption by zeolite. In addition, the effects of
pH, stirring times, initial concentration, adsorbent dosages and
temperature on NH4+ removal for both natural and activated
samples were investigated and compared. Adsorption isotherms,
thermodynamics and reusability of zeolite for the removal of NH4+
ions
were
examined.
2. Materials and methods
2.1. Raw materials
A natural zeolite (NZ) was collected from Huludao city in China.
Analytical grade inorganic chemicals, such as ammonium chloride
(NH4Cl), sodium chloride (NaCl), sodium hydroxide (NaOH) and
hydrochloric acid (HCl), were used.
2.2.
Preparation
and
activation
of
zeolite
A natural zeolite (NZ) was ground and passed through 200
230 mesh sieves. The material was washed with distilled water to
remove any non-adhesive impurities, and then dried in an oven at
100 8C for 24 h and finely crushed. The activation process was
carried out by mixing NZ powder material with an aqueous
solution of sodium chloride under the different conditions detailed
below:
Effect of sodium concentration: To study the effect of sodium
concentration and batch activation, the sodium chloride
concentration was varied from 0.5 to 2 mol/L with zeolite/
solution ratio maintained as 1 g/10 ml. The suspension was
stirred in conical flasks (500 ml) using a magnetic stirrerwater
bath at a rate of 120 rpm and 90 8C for 2 h. Subsequently,
the suspension was filtered and washed with distilled water.
The wet activated material was dried at 70 8C in an oven for 24 h
and used in batch adsorption experiments at an initial
ammonium
concentration
of
100
mg/L
with
a
pH
7
at
25
8C
and stirring time of 24 h. The best sodium ion concentration for
the activation of zeolite was selected as that corresponding to
the highest NH4+ removal capacity (mg/g).
Effect
of
time: For
determining
the
optimum
time
required
for
activation zeolite from aqueous solution, a weighed quantity of
zeolite (1 g) was added into the solution of 1 mol/L sodium
chloride
concentration
and
stirring
time
ranging
from
0.5
to
3
h.
The
conditions
applied
above
on
the
effect
of
sodium
concentration experiment were repeated. The optimum stirringtime for the activation of zeolite was selected as that
corresponding
to
the
highest
NH4+ removal
capacity
(mg/g).
Effect
of
temperature:
The
effect
of
temperature
on
activation
of
zeolite was investigated at different temperature values
ranging from 10 to 90 8C. The sodium chloride concentration
and
stirring
time
were
kept
constant
at
1
mol/L
and
0.5
h,
respectively.
The
optimum
temperature
for
the
activation
of
zeolite was selected as that corresponding to the highest NH4+
removal capacity (mg/g).
2.3.
Analysis
and
characterization
The activated and natural zeolites were characterized by XRD,
SEM,
EDX,
TG,
Zeta
potential,
chemical
analysis
and
specific
surfacearea
(BET).
Identification
of
mineral
species
in
the
zeolite
samples
was
carried
out
by
XRD
pattern
using
a
Germany
D8-FOCOS
X-ray
diffractometer with Cu Ka (l = 0.154 nm) radiation operating at40 kV and 40 mA and a step width of 0.058. Semi-quantitative
weight percentages of samples were calculated by using mineral
intensity
factors.
Textural
characteristics
of
the
activated
and
natural zeolites were performed using a Japanese Netherlands
FESEM Quanta SU8010 electron microscope, operating at an
accelerating voltage of 15 kV for photomicrographs as well as to
analyze the Chinese-zeolite composition by Energy Dispersion X-
ray Spectrometry (EDS), USA, Apolloxp. The sample was initially
placed in a vacuum chamber for coating with a thin layer (a few
nanometers) of gold (Au). The specific surface area, pore size and
volume of the material were evaluated by the nitrogen gas
Nomenclature
C0 the starting equilibrium concentrations (mg/L)
Ce the final equilibrium concentrations (mg/L)
V
the
volume
of
the
working
solution
(L)
M the mass of added zeolite (g)
k1 and k2 (1/min) and (g/mg min) are constants of
adsorptionh
the
rate
of
adsorption
(mg/g
min)
K
Langmuir
constant
(L/mg)
KF Freundlich adsorbent capacity (mg/g (L/mg)1/n)
n the reciprocal of reaction order
qt adsorption capacity at time t (mg/g)
qe adsorption capacity at equilibrium conditions
(mg/g)
qmax maximum adsorption capacity (mg/g)
Kid constant of intraparticle diffusion (mg/g min1/2)
a and k0 constants of Bangham equation
V the volume of solution (ml) of Bangham equation
m
the
weight
of
adsorbent
(g/L)
of
Bangham
equation
A. Alshameri et al./Journal of the Taiwan Institute of Chemical Engineers 45 (2014) 554564 555
-
8/10/2019 An Investigation Into the Adsorption Removal of Ammonium (2014 1-s2.0-S1876107013001168-Main)
http:///reader/full/an-investigation-into-the-adsorption-removal-of-ammonium-2014-1-s20-s1876107013001168-m 3/11
adsorption method, with a heating rate of 10 8C/min. N2adsorptiondesorption experiments were performed at 77 K with
an Automatic Volumetric Sorption Analyzer (ASAP2020, TSI,
America), employing multipoint BET isotherm adsorption data
fitting. Zeta potential measurements for the natural and activated
zeolites, as a function of medium pH, were determined using Zeta
Plusk equipment (zetasizer Nano ZS 90, Malvern, UK). A 103mol/L
solution of KNO3 and 60 mg/L of ammonium concentration were
used. The medium pH was controlled by adding HCl (pH 7) solutions, separately. The water content and zeolite
decomposed were determined by a Thermogravimetric (TG)
analyzer. TG/DSC analysis was performed on a NEZSCH, STA409-
PC-Germany, and thermal analysis system was in the range 30
1200 8C. In addition, the composition of zeolite was analyzed by
chemical method. Absorbance values of ammonium ion concen-
tration in solution were read using a Chinese-Shimadzu UV-723Vis
spectrophotometer. Quality control testing includes experiments
with blanks and duplicates.
2.4. Adsorption rate, batch sorption studies
All
adsorptions
in
batch
experiments
were
carried
out
using
stopper
conical
flasks
(500
ml),
zeolite/liquid
ratio
of
1
g/100
ml,
magnetic stirring water bath, a stirring rate of 120 rpm and a
temperature at 25 8C. A stock solution (1000 mg/L) was prepared
by
dissolving
NH4Cl in distilled water.
For
determining
the
optimum
time
required
for
ammonium
removal by natural zeolite (NZ) and activated zeolite (ActZ) from
aqueous solution, a weighed quantity of adsorbent (1 g) was added
into
solution
of
80
mg/L
ammonium
concentration
and
was
stirred
for
10420
min
and
560
min
of
NZ
and
ActZ,
respectively,
at
a
fixed
pH of 7. The effect of initial ammonium concentration in batch
adsorption experiments was carried out by using initial ammonium
concentration
in
the
range
of
10240
mg/L
and
10400
mg/L
for
300
min
and
40
min
for
NZ
and
ActZ,
respectively.
The
effect
of
pH
on
adsorption was investigated at initial ammonium concentration of
80 mg/L and performed in different pH values (210) at 25 8C. Batch
adsorption was conducted at 300 and 40 min for NZ and ActZ,respectively. The pH of the solution was adjusted by 1 M HCl or
NaOH solution. For determining zeolites loading effect, zeolite
loading
was
varied
from
0.2
to
2.2
g/100
ml
at
initial
ammonium
concentration
of
80
mg/L.
The
zeoliteliquid
was
then
stirred
for
300
and 40 min for NZ and ActZ, respectively, at temperature 25 8C.
Temperature of adsorption isotherms was studied at 25, 35 and
45
8C.
A
100
ml
of
ammonium
chloride
solution
of
80
mg/L
concentration
was
equilibrated
with
1
g
zeolite
for
40
min
for
ActZ. Samples were filtered through a 0.45 mm filter membraneafter adsorption.
The
residual
concentration
of
ammonium
was
determined
by
Nesslers
reagent
spectrophotometry
method
at
420
nm.
The removal efficiency (%) of zeolite and the amount of
adsorbed ammonium ions (qe) were calculated, respectively, usingthe
following
equations:
Removal efficiency % C0 CeC0
100 (1)
qe C0 Ce
M (2)
3. Results and discussion
3.1.
Activated
zeolite
Due to different results in activation of different zeolite
samples,
parameters,
such
as
sodium
concentration,
stirring
time
and temperature, had to be investigated to obtain optimum
activation conditions, and the results are shown in Fig. 1ac. As can
be seen from batch adsorption experiments (Fig. 1ac), the
temperature of 70 8C, stirring time of 30 min and 1 mol/L
concentration of NaCl were the most effective in adsorption of
NH4+ ions on Hulaodu natural zeolite (NZ). The optimum
conditions obtained above for the activation of zeolite using NaCl
were applied on NaOH for the adsorption of NH4+ ions at 100 mg/L
of ammonium concentration, pH 7 and 25 8C. Its NH4+ adsorption
capacity (mg/g) was compared with NaCl activation as shown in
Table 1. The results showed that NaCl-activated zeolite (ActZ) had
a higher NH4+ adsorption capacity value than NaOH-activated
zeolite. This result was confirmed by EDS analysis (Fig. 2a and b)
which showed that the Na+ content of the NaOH-activated zeolite
(1.33%) was lower than that of NaCl-activated zeolite (2.10%).
Higher NH4+ adsorption capacity means higher Na+ content
[3234]. From the above discussion, it can be concluded that ion
exchange promoted by NaCl-activated zeolite (ActZ) is a more
attractive zeolite preparation method than that of NaOH-activated
zeolite. Therefore, NaCl-activated zeolite (ActZ) was selected for
further study.
3.2.
Natural
and
activated
zeolite
characteristics
SEM and the qualitative composition analysis of EDS obtained
from the grain of natural and activated zeolites are shown in Fig. 2.
Fig. 2c illustrates that the main chemical elements (Al, Si, O, Na, Mg,
K, Ca and Fe) are present in the structure of this natural zeolite, in
agreement with the chemical composition (Table 2). Quantitative
tests were also performed on both zeolites. The results from
elemental analysis by EDS of NZ and ActZ as shown in Fig. 2a and c
indicate that the Na+ content in NZ increased from 0.21% to 2.10%
after activation. Meanwhile, the content of Ca2+, Mg2+ and K+
decreased from 3.44%, 0.81% and 1.53% to 1.08%, 0.58% and 0.76%,
respectively. For this reason, the ammonium capacity of combined
activated zeolite increased sharply in microscale [33,34].
The
XRD
patterns
of
NZ
and
ActZ
are
shown
in
Fig.
3a.
X-ray
diffraction did not show any changes in zeolite structure afteractivation. Mineralogical analysis of the zeolite samples was
carried out using X-Ray Diffraction (XRD). The results showed that
the
natural
zeolite
contained
clinoptilolite
in
the
majority
93%,
and
small
quantity
of
quartz
7%.
Chemical components of natural zeolite are shown in Table 2.
The Si/Al ratio calculated from these data was found to be 4.8. The
ratio
of
Si/Al
is
an
important
factor
in
understanding
the
zeolite
structure.
When
the
ratio
is
over
than
4.0,
then
the
zeolite
is
a
clinoptilolite-type and as such, the structure would not be broken
easily at high temperature.
This
result
was
confirmed
by
thermogravimetric
(TG)
analysis
as
shown
in
Fig.
3b.
It
shows
that
the
zeolite
could
stand
temperatures of up to 869.2 8C without being decomposed and that
it
only
undergoes
a
weight
reduction
of
0.07%
at
this
temperature.It
also,
shows
that
the
water
content
of
zeolite
was
lost
at
71.2
8C.
The
surface
analysis
of
activated
zeolite
was
investigated
by
Zeta potential and BET standard method and compared with that of
natural zeolite. Fig. 3c shows that zeolite surface groups are mainly
negative
in
the
studied
pH
range
and
that
the
ammonium
removal
does
not
interfere
much
with
the
Zeta
potential
measurements,
confirming the theory that the mechanism is not electrostatic
(charge neutralization) but a result of an ion-exchange reaction.
Moreover,
the
figure
shows
that
activated
zeolite
is
more
negative
than
natural
zeolite.
The BET specific surface area, total pore volume, and average
width pore size of the natural zeolite were measured to be
25.88
m2/g, 0.0032
cm3/g
and 8.72264mm, respectively. How-
ever,
these
values did not
change significantly after
activation
of
A. Alshameri et al./Journal of the Taiwan Institute of Chemical Engineers 45 (2014) 554564556
-
8/10/2019 An Investigation Into the Adsorption Removal of Ammonium (2014 1-s2.0-S1876107013001168-Main)
http:///reader/full/an-investigation-into-the-adsorption-removal-of-ammonium-2014-1-s20-s1876107013001168-m 4/11
zeolite, 26.7074 m2/g of specific surface area, 0.004167 cm3/g of
total pore volume and 9.64864 mm of average width pore size.These
characteristics
of
activated
zeolite
have disadvantages for
physical adsorption,
but the results from equilibrium experi-
ments do not match with this fact because the removal
mechanism of ammonium by zeolites follows the ion-exchange
reaction. Therefore, ion-exchange capacities of
ammonium
depend
on
dielectric strength between
ammonium
as
well as
their affinities to zeolite. The size of micropores of the natural
zeolite is in the range of 310 A and micropores of the NaCl-
modified
zeolite
were
more
developed
at
the range
of
5
A than
other
cases. This implies
that the
NaClzeolite could
selectively
remove NH4+ ions which have a specific size. Also, owing to its
small surface area, this zeolite is very stable against heat and
acidity
as
reported by Tehrani
and Salari [29]
and Gottardi
and
Galli [35] who
found that
heat andacid
activation doesnot result
Fig. 1. Removal capacity as a function of sodium concentrations (a), stirring time (b)
and temperature (c). Fig. 2. SEM and EDS spectra analyses zeolite grain of NaCl-activated zeolite (ActZ)
(a), NaOH-activated zeolite (b) and natural zeolite (NZ) (c).
A. Alshameri et al./Journal of the Taiwan Institute of Chemical Engineers 45 (2014) 554564 557
-
8/10/2019 An Investigation Into the Adsorption Removal of Ammonium (2014 1-s2.0-S1876107013001168-Main)
http:///reader/full/an-investigation-into-the-adsorption-removal-of-ammonium-2014-1-s20-s1876107013001168-m 5/11
in drastic changes in zeolite structure but increases Si/Al ratio, as
a consequence of heat or acid activation.
3.3. Effect of stirring time
As shown in Fig. 4a and b, the removal efficiency of NH4+ ions
increased with increasing stirring time. 40% and 92% of NH4+ ions
removal were completed within 10 min for NZ and ActZ,
respectively, which also confirmed larger adsorption capacity of
ActZ compared to NZ.
The experimental data show that NZ could exceed 78%
percentage removal at 300 min, but then, the removal efficiency
plateaus. As to ActZ, the ammonium removal rate exceeds 98%
percentage removal at 40 min and became increasingly slow with
increasing stirring time. This may be attributed to the utilization ofthe most readily available adsorption sites of the zeolite that leads
to a fast diffusion and rapid equilibrium attainment .On the basis of
these results, 300 min and 40 min stirring period was selected for
all further studies of NZ and ActZ, respectively. Beyond this level
there is no noticeable increase in the adsorption and it is thus fixed
as the equilibrium time. It can be said that the NH4+ ions were
adsorbed by the exterior surface of the adsorbent. When the
adsorption of exterior surface of the adsorbent reached the
saturation point, the NH4+ ions enter the adsorbent pores and
are adsorbed by the interior surface of the particles [34,36,37].
3.4. Effect of initial ammonium concentration
As shown in Fig. 5, the increment of removal efficiency wasachieved in the ranges of 1050 mg/L of NH4
+ concentrations for
both NZ and ActZ. This result is similar with that reported by
Sarioglu
[11]
who
concluded
that
the
increase
in
removal
efficiency
was
achieved
between
8.8
and
40
mg/L
of
ammonium
concentrations, indicating that the initial NH4+ concentration plays
an important role in the adsorption of ammonium onto zeolites.
Increasing
the
initial
NH4+ concentration
would
increase
the
mass
transfer
driving
force
and
therefore
the
rate
at
which
ammonium ions pass from the bulk solution to the particle surface
[37]. The result can be generally expected for clinoptilolite having
micropores
and
macropores
[7].
After
50
mg/L
NH4+ concentration
of
both
zeolites,
the
removal
efficiency
of
ammonium
decreased
with increased initial NH4+ concentration. This is because the high
initial
ammonium
concentration
provided
a
greater
driving
force[38].
As
a
result,
the
NH4+ ion
could
migrate
from
the
external
surface
to
the
internal
micropores
of
the
zeolite
within
a
given
stirring time [32]. The equilibrium was achieved when all the
exchangeable ammonium and cation on the external and internal
surfaces
of
the
zeolite
were
reached
[31].
Fig.
5
shows
that
the
adsorption
capacity
of
the
activated
zeolite
was
higher
than
that
of
natural zeolite at each initial ammonium concentration.
3.5.
Effect
of
solution
pH
and
the
mechanism
of
adsorption
The pH of the aqueous solution is an important factor
controlling
ammonium
adsorption
[21].
As
shown
in
Fig.
6, pH
played
an
important
role
for
NH4+ adsorption
of
NZ
and
ActZ.
The
removal efficiency of both zeolites increased with increasing pH
Table 2
Chemical composition of the natural zeolite (wt.%).
NZ SiO2 Al2O3 TFe2O3 TiO2 MgO Na2O CaO K2O P2O5 MnO H2O L.O.I.
66.34 12.23 0.99 0.16 0.98 0.73 3.17 1.37 0.027 0.026 5.06 13.88
Fig. 3. The XRD of activated and natural zeolites (a), TG of natural zeolite (b) and
Zeta potential of activated and natural zeolites (c).
Table 1
Comparison of NaCl and NaOH in zeolite activation at 100mg/L of ammonium
concentration, pH 7, 25 8C and stirring time of 24h.
Sodium ion used for activation Sodium concentration
(mol/L)
Ammonium removal
capacity (mg/g)
NaCl-activated zeolite 1 5.921
NaOH-activated zeolite 1 4.552
A. Alshameri et al./Journal of the Taiwan Institute of Chemical Engineers 45 (2014) 554564558
-
8/10/2019 An Investigation Into the Adsorption Removal of Ammonium (2014 1-s2.0-S1876107013001168-Main)
http:///reader/full/an-investigation-into-the-adsorption-removal-of-ammonium-2014-1-s20-s1876107013001168-m 6/11
from 2 to 7 and then it decreased gradually from pH 8 to 10 with
the maximum value being achieved at pH 7. An almost similar
trend has been reported for ammonium adsorption onto zeolite by
different researchers [21,30]. The behavior of ammonium as a
function of waters pH can be explained by considering the change
in density of hydrogen ions, the dominant ionic species of
ammonium and the surface charge of zeolite as a function of
waters pH. The pHzpcof natural zeolite and activated zeolite were7.7 and 7.8, respectively, implying that the zeolite particles surface
is uncharged at water pH of 7.7 and 7.8 of natural and activated
zeolites; the zeolites particles surface has a positive charge at
water pH below 7.7 and 7.8, and it is negatively charged at water
pH above 7.7 and 7.8. This indicates that the surface of zeolite is
negatively charged at pH of above 7 [39]. For ammonium
adsorption, according to the relation of ammonium dissociation
in water as a function of pH, NH4+ ions is the dominant species of
ammonia nitrogen in water at pH of below 7 while the molecular
form, ammonia (NH3) is dominant at alkaline pH. By considering
the above facts, the increase in adsorption of ammonium with the
increase in waters pH up to the maximum point (pH 7) can be
attributed
to
a
decrease
of
hydrogen
ions
in
solution
corresponding
to an increase in pH, and thus a reduction of the competitionbetween hydrogen ions and NH4
+ ions for adsorption/exchanging
sites onto zeolite particles [6,40]. The decrease of ammonium
adsorption
with
the
increase
of
waters
pH
above
7
is
related
to
the
increase
in
percentage
of
molecular
ammonium,
which
resulted
in
the reduction of ionexchange potential [10].
3.6. Effect of adsorbent dosage
As illustrated in Fig. 7, the removal efficiency of NH4+ ions by
both zeolites increases with increasing amount of both zeolites.
This effect can be attributed to an increased surface area and
number of adsorption sites [41]. As can be seen in Fig. 7, the
ammonium removal rate of ActZ increases more rapidly than that
of NZ and attains a plateau at 98.73% when the adsorbent dosagewas 1 g indicating that the NH4
+ ions removal was negligible at
higher adsorbent dosage. The natural zeolite attains a plateau at
94.5% when the dosage was 1.8 g as shown in Fig. 7. Thus, both of
them reached a balance of approximately 98% when the adsorbent
dosage for ActZ and NZ was 1 g and 1.8 g, respectively. This may be
attributed to a large adsorbent amount which effectively reduces
the unsaturation of the adsorption sites and correspondingly, the
number of such sites per unit mass comes down resulting in
comparatively less adsorption at higher adsorbent amount [37,41].
Hence, when the ammonium is exchanged completely with cations
on the zeolite surface at a certain amount of zeolite loading, the
NH4+ removal reached equilibrium.
3.7. Kinetics of ammonium exchange
To identify the key process controlling the adsorption rate,
several
models
must
be
checked
for suitability
and
consistency
over
a
broad
range
of
the
system
parameters.
Pseudo-first-
and
-second-
order and Bangham equations as well as the diffusion-based
Fig. 4. Effect of stirring time on NH4+ removal capacity of natural zeolite (a) and activated zeolite (b) (initial NH4
+ concentration: 80 mg/L, 25 8C and pH 7).
Fig. 5. Effect of initial ammonium concentration on NH4+ removal capacity of the
ActZ and NZ (stirring time: 40 min and 300 min for ActZ and NZ, respectively, at
25 8C and pH 7).
Fig. 6. Effect of pH on the removal of NH4+ ions (adsorbent dosage: 1 g/100 ml;
stirring time: 40 min and 300 min for ActZ and NZ, respectively; initial NH4+
concentration: 80 mg/L at 25 8C).
A. Alshameri et al./Journal of the Taiwan Institute of Chemical Engineers 45 (2014) 554564 559
-
8/10/2019 An Investigation Into the Adsorption Removal of Ammonium (2014 1-s2.0-S1876107013001168-Main)
http:///reader/full/an-investigation-into-the-adsorption-removal-of-ammonium-2014-1-s20-s1876107013001168-m 7/11
WeberMorris model are used to fit the experimental data and canbe
summarized
as
follows.
The
linear
form
of
pseudo-first,
pseudo-second
order
models
for
boundary conditions of q = 0 at t = 0 and qt= qe at t = te are as
follows:
The
pseudo-first-order
Eq: : lnqe qt lnqe k1t (3)
The
pseudo-second-order
Eq: : t
qt
1
k2q2e1
qet
h
k2q2e (4)
Bangham Eq: : log log C0C0 qtm
log
k0m
230V
a log t (5)
The adsorption kinetics of ammonium by ActZ and NZ are
presented
in
Fig.
8ae.
The
kinetic
data
were
better
fitted
by
thepseudo
second
order
model
than
other
models
as
indicated
by
higher R2 values (Table 3). Also it shows a higher sorption rate for
ActZ than NZ.
The pseudo second order model indicates that chemisorption
dominated
in
the
adsorption
process
[42]. The
difference
in
the
adsorbed concentration of adsorbate at equilibrium (qe) and at
time t (qt) is the key driving force for the adsorption, and the
adsorption
capacity
is
proportional
to
the
number
of
active
adsorption
sites
on
the
adsorbent
[43].
There
are
three
steps
involved in pseudo second order kinetic model: (i) the ammonium
ions diffuse from liquid phase to liquidsolid interface; (ii) the
ammonium
ions
move
from
liquidsolid
interface
to
solid
surfaces;
and
(iii)
the
ammonium
ions
diffuse
into
the
particle
pores
[23].
Herein,
the
diffusion
of
ammonium
ions
from
aqueousphase was much faster than the surface and intraparticle diffusion
processes
because
the
adsorption
was
performed
under
stirring
conditions
[22].
To reveal the relative contribution of surface and intraparticle
diffusion to the kinetic process, the kinetic adsorption data were
further
fitted
with
the
WeberMorris
model
using
Eq.
(6).
WeberMorriss Eq: : qt kidt1=2 C (6)
Intraparticle diffusion is assumed to be the sole rate-controlling
step if the regression of qtversus t1/2 is linear and the plot passes
through
the
origin
[44].
Our
fitting
results
show
that
the
regression
was linearly, but the plot did not pass through the origin (C 6 0).
Therefore, the adsorption kinetics of NH4+ ions on zeolite was
regulated
by
both
surface
and
intraparticle
diffusion
processes.
As
can be seen from Fig. 8d and e, ammonium exchange by both
zeolites involves two stages. These two stages suggest that the
ammonium exchange process proceeds by surface sorption and
intraparticle diffusion. It has been suggested that the first one can
be attributed to the instantaneous occupation of most available
surface sites by exchanging NH4+ ions onto zeolites particles. The
surface of zeolites was negatively charged at water pH below 7
(Fig. 6)and its rate is very fast. The second region is due to a gradual
adsorption stage, where the ammonium ions enter into zeolites
particle by intraparticle diffusion through the pores. The values of
intercept C provide information about the thickness of the
boundary layer and the resistance to the external mass transfer
increases as the intercept increases. The constant C was found to
increase from NZ (1.3642 mg/g) to ActZ (3.7406 mg/g) as shown in
Table 3, which indicates the increase of the thickness of the
boundary layer and decrease of the chance of the external mass
transfer and hence increase of the chance of internal mass transfer
[37,41].
Table 3 presents the results of fitting experimental data to the
pseudo-first, pseudo-second-order, Bangham and intraparticle
diffusion models. It can be seen from Table 3 that the correlation
coefficient R2 varies in the order: pseudo-second order >
Bangham > intraparticle diffusion > pseudo-first order model
under all experimental conditions, which indicates that thepseudo-second-order model is most suitable in describing the
adsorption kinetics of ammonium on zeolite.
3.8. Ammonium exchange isotherms
Isotherm fitting with model equations is a key issue to explore
adsorption mechanisms. Langmuir model (LM) and Freundlich
model (FM) were evaluated as follows:
LM is based on the assumption that each active site can only
hold one adsorbate molecule. The linear form of LM is expressed
as:
Ce
q
1
kqmax
1
qmax
Ce (7)
FM
endorses
the
heterogeneity
of
the
surface
and
assumes
that
the
adsorption
occurs
at
sites
with
different
energy
of
adsorption.
It is described as:
logq logkF1
nlogCe (8)
The linear plot of Langmuir isotherm of ActZ and NZ is shown in
Fig. 9a. It is noted that the values of qmax and k were calculated from
the slope and the intercept of the plot using Eq. (7) and are given in
Table 4. It will be seen that applicability of the simple Langmuir
equation for the present isotherm data indicates that the Langmuir
equation was able to properly describe the isotherm of ammonium
on the two zeolites (correlations coefficient >0.97). As shown in
Table
4,
the
ActZ
had
much
higher
ion
exchange
capacity
than
NZ.
Acomparison with other zeolites from various literature reviews,
Nguyen and Tanner [14] reported a qmax value of 5.76 mg/g
ammonium adsorption on Australian natural zeolite. It has also
been reported that the qmaxof ammonium removal using a Turkish
natural clinoptilolite was 8.1 mg/g [8]. Meanwhile a qmaxvalue of
0.085 mg/g was reported by Demir et al. [36].
Fig. 9b shows the linearized Freundlich adsorption isotherm of
ammonium curve and the Freundlich parameters is presented in
Table 4. The FM of ActZ provides a slightly more consistent fit to the
data compared with the FM of NZ. Similar values of 1/n which are
less than 1 have been reported for NH4+ removal using natural
zeolites from different countries [11,36].
To sum up, for the two zeolites, the experimental data are better
fitted by the LM than FM as can be seen from the higher R2 in
Fig. 7. Effect of adsorbent dosage on the removal of NH4+ ion (stirring time: 40 and
300 min for ActZ and NZ, respectively; initial NH4+ concentration: 80 mg/L at 25 8C
and pH 7).
A. Alshameri et al./Journal of the Taiwan Institute of Chemical Engineers 45 (2014) 554564560
-
8/10/2019 An Investigation Into the Adsorption Removal of Ammonium (2014 1-s2.0-S1876107013001168-Main)
http:///reader/full/an-investigation-into-the-adsorption-removal-of-ammonium-2014-1-s20-s1876107013001168-m 8/11
Table 4. In Langmuir and Freundlich equations, coefficients K andKFrepresent the maximum amount that can be sorbed. Both values
for K and KFindicated that the activated zeolite has the higher
sorption
capacity
than
the
natural
zeolite
as
shown
in
Table
4.
3.9. Thermodynamic study
The effect of temperature on ammonium exchange was studied
at
25,
35
and
45
8C.
Fig.
10
indicates
that
the
amount
of
ammonium
exchanged
onto
zeolite
increases
with
a
decrease
in
temperature.
A
similar trend was also observed of some adsorbents, including
Turkish clinoptilolite [8], Turkish zeolite [3], flyash and sepiolite
[40],
and
NaA
zeolite
[45].
This
may
be
due
to
a
tendency
for
the
ammonium
molecules
to
escape
from
the
solid
phase
to
the
bulk
phase with the solution temperature increase [3,45]. In contrast,
increases in the NH4+ adsorption capacity with increasing
temperature
have
been
reported
for
some
other
adsorbents
[2,9].
Therefore,
by
comparing
the
results
of
the
present
work
with those of the literature, it can be concluded that the effect of
temperature
on
the
adsorption
of
ammonium
depends
on
both
thenature
of
the
adsorbent
and
the
selected
experimental
conditions
[21]. Furthermore,
ammonium
exchange
capacity
decreases
with
increasing temperature due to a weakening of the attractive forces
between NH4+ and adsorbent sites [41] and when the temperature
increases,
solubility
of
ammonium
increases
and
its
adsorption
decreases
[37].
The
thermodynamic
parameters,
such
as
Gibbs
energy (DG8), enthalpy (DH8), and entropy (DS8), for the adsorptionof ammonium on zeolites were calculated using the following
equations:
K0 qeCe
(9)
DG RT lnK0 (10)
Fig. 8. Pseudo-first order (a), pseudo-second-order (b), Bangham kinetic plots (c) and intra-particle diffusion of both zeolites ActZ (d) and NZ (e) for NH4+ removal.
Table 3
Kinetic parameters for NH4+ removal using various kinetic models.
Kinetic model Parameters
Pseudo-first order K1(min1) qe (mg/g) R
2
Absorbent
ActZ 0.0888 0.119123 0.954
NZ 0.0165 2.5126 0.918
Kinetic model Parameters
Pseudo-second order h (mg/gmin) qe (mg/g) R2
Absorbent
ActZ 2.7156 3.821 0.999
NZ 0.1646 3.28 0.997
Kinetic model Parameters
Bangham model K0 a R2
Absorbent
ActZ 201.609 0.0379 0.979
NZ 25.616 0.2981 0.958
Kinetic model Parameters
Intraparticle diffusion model Kid C R2
Absorbent
ActZ 0.0102 3.7406 0.957
NZ 0.0977 1.3642 0.966
A. Alshameri et al./Journal of the Taiwan Institute of Chemical Engineers 45 (2014) 554564 561
-
8/10/2019 An Investigation Into the Adsorption Removal of Ammonium (2014 1-s2.0-S1876107013001168-Main)
http:///reader/full/an-investigation-into-the-adsorption-removal-of-ammonium-2014-1-s20-s1876107013001168-m 9/11
DG DH T DS (11)
lnK0 DH
RT
DS
R (12)
Eq. (12) represents a mathematical relationship betweenK0 and
1/T.
The
values
of
K0, DG8, DH8 andDS8 parameters are summarized
in
Table
5. Change
in
the
standard
free
energy
DG8
has
negativevalues (2.8662 and 1.3052 kJ/mol) at 25 and 35 8C, respectively,
but positive value (0.224 kJ/mol) at 45 8C. The negative values of
free
energy
change
(DG8) indicate
that
this
adsorption
process
is
spontaneous;
therefore,
no
energy
input
to
the
system
is
required.
The higher negative value reflects a more energetically
favorable adsorption [46]. For that reason, more energetically
favorable adsorption occurs at 25 8C. Change in the standard
enthalpy
DH8 indicates
a
negative
value
of
49.384
kJ/mol;
therefore, ammonium exchange is an exothermic process. Also,
the negative value of the standard entropy changeDS8 (0.1561 kJ/mol) suggests that the randomness decreases the removal of NH4
+
ions
on
the
clinoptilolite
[47].
The
linear
plot
of
LM
and
FM
isotherm
of
ActZ
at
25,
35
and
45 8C is shown in Fig. 9c and d. The LM and FM parameters are
presented in Table 5. The maximum value of K and KF at 25 8C
indicates
that
the
NH4+ adsorption
process
is
most
effective
at
25
8C.
Comparing
the
correlation
coefficients
in
Table
5
reflects
Fig. 9. The linearized Langmuir (a), Freundlich (b) of ActZ and NZ and Langmuir (c), Freundlich (d) adsorption isotherm of NH4+ curve at different temperature of ActZ.
Table 4
Constants for equilibrium isotherm models of NZ and ActZ.
Isotherm model Parameters
Langmuir Qmax(mg/g) K (L/mg) R2
ActZ
25 8C 9.515 0.444 0.9982
35 8C 9.533 0.313 0.9986
45 8C 9.794 0.123 0.967
NZ
25 8C 3.445 0.1998 0.9772
Isotherm model Parameters
Freundlich KF((mg/g)/(mg/L)1/n) 1/n R2
ActZ
25 8C 3.5743 0.2992 0.9716
35 8C 3.0634 0.3043 0.9442
45 8C 2.0305 0.3938 0.8867
NZ
25 8C 1.252 0.5192 0.7363Fig. 10. Effect temperature on the exchange isotherm of NH4
+ on activated zeolite
(ActZ).
Table 5
Change of thermodynamic parameters with temperature.
Temperature (8C) K0 DG8 (kJ/mol) DH8 (kJ/mol) DS8 (kJ/mol)
25 2.89 2.8662 49.384 0.1561
35 2.01 1.3052
45 0.82 0.224
A. Alshameri et al./Journal of the Taiwan Institute of Chemical Engineers 45 (2014) 554564562
-
8/10/2019 An Investigation Into the Adsorption Removal of Ammonium (2014 1-s2.0-S1876107013001168-Main)
http:///reader/full/an-investigation-into-the-adsorption-removal-of-ammonium-2014-1-s20-s1876107013001168- 10/11
that LM yields a much better (R2 = 0.9670.998) fit than that of the
FM (R2 = 0.8870.971).
3.10. Desorption and reusability
Accordingly, the ion-exchange and electrostatic adsorptions are
probably the main mechanisms for NH4+ ions removal by zeolite
under the selected conditions, through the following reactions
(Eq. (13)):
Ammoniumremoval : zeoliteNa NH4
! zeoliteNH4 Na (13)
In
this
study,
adsorption
experiments
were
performed
using
1
g
zeolite
and
100
ml
of
60
mg/L
NH4+
at
25
8C
for
40
min,
anddesorption of adsorbed NH4
+ onto zeolite was studied using 1 mol/
L
NaCl,
with
zeolite/liquid
ratio
of
1
g/10
ml
for
30
min
at
70
8C,
and
consecutive
adsorptiondesorption
cycles
were
repeated
four
times. The results are shown in Table 6. There was a slight decrease
with the increase of cycle times in adsorption efficiency from
5.633
mg/g
for
the
first
cycle
to
3.11
mg/g
for
the
fifth
cycle.
The
zeolite
that
was
regenerated
by
four
cycles
in
sodium
solution
had
high ammonium-removal efficiency with its adsorption efficiency
of 3.11 mg/g which is close to that of natural zeolite (3.344 mg/g).
4.
Conclusion
The characteristics of Chinese (Hulaodu) natural zeolite (NZ),
activated
zeolite
(ActZ)
and
their
efficacy
in
removing
ammonium
were
investigated.
The
following
conclusions
were
made
from
the
experimental results:
1
mol/L
of
NaCl,
stirring
time
of
30
min
and
70
8C
were
found
to
be the optimum activation conditions for the zeolite with
excellent removal of NH4+.
The
highest
adsorption
capacity
was
obtained
at
pH
7
for
both
zeolites
and
the
maximum
ammonium
adsorption
was
rapidly
attained within 40 min and 300 min for activated zeolite and
natural zeolite, respectively.
Langmuir
adsorption
isotherm
of
both
zeolites
fit
well
with
the
equilibrium
adsorption
data,
and
this
adsorption
process
agrees
very well with pseudo-second-order kinetics rate model.
DG8, DH8 and DS8 values reveal the exothermic and spontaneousnature
of
the
process
and
low
temperature
(25
8C)
favors
the
NH4+ removal
on
the
zeolite.
The adsorption capacity of activated zeolite is decreased to
3.11 mg/g which is close to that of natural zeolite (3.344 mg/g)
after
being
regenerated
four
times.
Based
on
these
results,
the
study
shows
that
Chinese
(Hulaodu)
natural
zeolite
can
be
used
as cheap, efficient and ecofriendly adsorbent for removing
ammonium
from
water
and
wastewaters.
Acknowledgment
This study was supported by Engineering Research Center of
Nano-Geomaterial of Education Ministry, China University of
Geosciences, Wuhan.
References
[1] Shavandi MA,Haddadian Z, Ismail MHS, Abdullah N, Abidin ZZ. Removal of Fe(III), Mn (II) and Zn (II) from palm oil mill effluent (POME) by natural zeolite. JTaiwan Inst Chem Eng 2012;43:7509.
[2] Du Q, Liu S, Cao Z, Wang Y. Ammonia removal from aqueous solution usingnatural Chinese clinoptilolite. Sep Purif Technol 2005;44:22934.
[3] Saltali K, Sari A, Aydin M.Removal of ammonium ion from aqueous solution bynatural Turkish (Yildizeli) zeolite for environmental quality. J Hazard Mater2007;141:25863.
[4] Arslan A, Veli S. Zeolite 13X for adsorption of ammonium ions from aqueous
solutions
and
hen
slaughterhouse
wastewaters.
J
Taiwan
Inst
Chem
Eng2012;43:3938.
[5] Li M, Zhu X, Zhu F, Ren G, Cao G, Song L. Application of modified zeolite forammonium removal from drinking water. Desalination 2011;271:295300.
[6] Huang H, Xiao X, Yan B, Yang L. Ammonium removal from aqueous solutionsby using natural Chinese (Chende) zeolite as adsorbent. J Taiwan Inst ChemEng 2010;175:24752.
[7] Jorgensen TC, Weatherley LR. Ammonia removal from wastewater by ionexchange in the presence of organic contaminants. Water Res 2003;37:17238.
[8] Karadag D, Koc Y, Turan M, Armagan B. Removal of ammonium ion fromaqueous solution usingnatural Turkish clinoptilolite.J Hazard Mater 2006;136:6049.
[9] Leyva-Ramos R, Monsivais-Rocha JE, Aragon-Pina A, Berber-Mendoza MS,Guerrero-Coronado RM, Alonso-Davila P, et al. Removal of ammonium fromaqueous solution by ion exchange on natural and modified chabazite. J EnvironManage 2010;91:26628.
[10] Wang S, Zhu ZH. Characterization and environmental application of an Aus-tralian natural zeolite for basic dye removal from aqueous solution. J HazardMater 2006;136:94652.
[11] Sarioglu M. Removal of ammonium from municipal wastewater using naturalTurkish (Dogantepe) zeolite. Sep Purif Technol 2005;41:111.
[12] Barry FJ. The evolution of the enforcement provisions of the federal waterpollution control act: a study of the difficulty in developing effective legisla-tion. Mich L Rev 1970;68:110330.
[13] Dimirkou A, Doula MK. Use of clinoptilolite and an Fe-overexchanged clin-optilolite in Zn2+ and Mn2+ removal from drinking water. Desalination2008;224:28092.
[14] Nguyen ML, Tanner CC. Ammonium removal from wastewaters using naturalNew Zealand zeolites. New Zeal J Agric Res 1998;41:42746.
[15] Gupta VK, Rastogi A, Nayak A. Biosorption of nickel onto treated alga (Oedo-gonium hatei): application of isotherm and kinetic models. J Colloid InterfaceSci 2010;342:5339.
[16] Gupta VK, Gupta B, Rastogi A, Agarwal S, Nayak A. A comparative investigationon adsorption performances of mesoporous activated carbon prepared fromwaste rubber tire and activated carbon for a hazardous azo dyeAcid Blue 113.J Hazard Mater 2011;186:891901.
[17] Mittal A, Mittal J, Malviya A, Kaur D, Gupta VK. Adsorption of hazardous dye
crystal
violet
from
wastewater
by
waste
materials.
J
Colloid
Interface
Sci2010;343:46373.[18] Moradi O, Yari M, Zare K, Mirza B, Najafi F. Carbon nanotubes: a review of
chemistry principles and reactions. Fuller Nanotub Carbon Nanostruct2012;20:13851.
[19] Moradi O, Zare K. Adsorption of ammonium ion by multi-walled carbonnanotube: kinetics and thermodynamic studies. Fuller Nanotub CarbonNanostruct 2013;21:44959.
[20] European Commission. IPPC reference document on best available techniquesin common waste water and waste gas treatment/management systems in thechemical sector. Sevilla: European IPPC Bureau; 2003.
[21] Moussavi G, Talebi S, Farrokhi M, Sabouti RM.The investigation of mechanism,kinetic and isotherm of ammonia and humic acid co-adsorption onto naturalzeolite. Chem Eng J 2011;171:115969.
[22] Liao P, Yuan S, Xie W, Zhang W, Tong M, Wang K. Adsorption of nitrogen-heterocyclic compounds on bamboo charcoal: kinetics, thermodynamics andmicrowave regeneration. J Colloid Interface Sci 2013;390:18995.
[23] Liao P, Ismael ZM, Zhang W,Yuan S, Tong M, Wang K, et al. Adsorption of dyesfrom aqueous solutions by microwave modified bamboo charcoal. Chem EngJ
2012;195:33946.[24] Alshameri A, Abood AR, Yan C, Muhammad AM. Characteristics, modification
and environmental application of Yemens natural bentonite. Arab J Geosci2013;113.
[25] Gupta VK,Jain R, Nayak A, Agarwal S, Shrivastava M. Removal of the hazardousdye-tartrazine by photodegradation on titanium dioxide surface. Mater SciEng C 2011;31:10627.
[26] Jain AK, Gupta VK, Bhatnagar A, Suhas. A comparative study of adsorbentsprepared from industrial wastes for removal of dyes. Sep Sci Technol 2003;38:46381.
[27] Wang YF, Lin F, Pang WQ. Ammonium exchange in aqueous solution usingChinese natural clinoptilolite and modified zeolite.J Hazard Mater 2007;142:1604.
[28] Gupta VK,Jain R, Mittal A, Saleh TA, Nayak A, Agarwal S, et al. Photo-catalyticdegradation of toxic dye amaranth on TiO2/UV in aqueous suspensions. MaterSci Eng C 2012;32:127.
[29] Tehrani RMA, Salari AA. The study of dehumidifying of carbon monoxide andammonia adsorption by Iranian natural clinoptilolite zeolite. Appl Surf Sci2005;252:86670.
Table 6
Data about adsorption and regeneration of zeolite.
Cycles
1 2 3 4 5
Ammonium adsorption
capacity (mg/g)
5.633 5.03 4.51 3.78 3.11
A. Alshameri et al./Journal of the Taiwan Institute of Chemical Engineers 45 (2014) 554564 563
http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0005http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0010http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0010http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0010http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0010http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0010http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0010http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0010http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0010http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0010http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0010http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0010http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0010http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0010http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0010http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0010http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0010http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0010http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0010http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0010http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0010http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0010http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0010http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0010http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0010http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0010http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0010http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0010http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0010http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0010http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0010http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0010http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0010http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0010http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0010http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0010http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0010http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0010http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0010http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0010http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0010http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0015http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0020http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0025http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0030http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0035http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0035http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0035http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0035http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0035http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0035http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0035http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0035http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0035http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0035http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0035http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0035http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0035http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0035http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0035http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0035http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0035http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0035http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0035http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0035http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0035http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0035http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0035http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0035http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0035http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0035http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0035http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0035http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0035http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0035http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0035http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0035http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0035http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0035http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0035http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0035http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0040http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0040http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0040http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0040http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0040http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0040http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0040http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0040http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0040http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0040http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0040http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0040http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0040http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0040http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0040http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0040http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0040http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0040http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0040http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0040http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0040http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0040http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0040http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0040http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0040http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0040http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0040http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0040http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0040http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0040http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0040http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0040http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0040http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0040http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0040http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0040http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0040http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0040http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0040http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0040http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0040http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0045http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0050http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0055http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0055http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0055http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0055http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0055http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0055http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0055http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0055http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0055http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0055http://refhub.elsevier.com/S1876-1070(13)00116-8/sbref0055http://refhub.elsevier.com/S1876-1070(13)00116-8/sbr