GROUNDNUT SHELL: EFFECTIVE ADSORBENT FOR … · 2016-11-07 · pH was like 2, 4, 6,8,10 &12,...
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International Journal of Civil Engineering and Technology (IJCIET) Volume 7, Issue 6, November-December 2016, pp. 51–60, Article ID: IJCIET_07_06_006
Available online at http://www.iaeme.com/IJCIET/issues.asp?JType=IJCIET&VType=7&IType=6
ISSN Print: 0976-6308 and ISSN Online: 0976-6316
© IAEME Publication
GROUNDNUT SHELL: EFFECTIVE ADSORBENT FOR
DEFLUORIDATION FROM AQUEOUS SOLUTION
Buddharatna Godboley and Prashant Nagarnaik
Civil Engineering Department, G.H. Raisoni College of Engineering Nagpur, India
ABSTRACT
Water defluoridation experiments were carried out on solid waste i.e Groundnut Shell (GS).
The 10 ppm fluoride concentration solution and 4.5gm of GS were employed in experiments to
determine defluoridation capacities, effects of pH and effects of temperature, effect of initial
concentration, and effect of contact time on defluoridation. The highest defluoridation capacity of
92.8% was obtained with the dose of 4.5g/L. The adsorption follows a Pseudo second order
kinetics, Elovich equation, Modified Freundlich equation. Equilibrium study is done and it follows
Langmuir, Freundlich, and Temkin isotherm. The value of thermodynamic parameter ΔH indicated
an exothermic adsorption process and the negative value of ΔG show the feasibility and
spontaneity of material-anion interaction.
Key words: Defluoridation, fluoride, Groundnut Shell (GS)
Cite this Article: Buddharatna Godboley and Prashant Nagarnaik, Groundnut Shell: Effective
Adsorbent for Defluoridation from Aqueous Solution. International Journal of Civil Engineering
and Technology, 7(6), 2016, pp.51 – 60.
http://www.iaeme.com/IJCIET/issues.asp?JType=IJCIET&VType=7&IType=6
1. INTRODUCTION
Water is very essential natural resource for growth of life on earth which has considered to be plenty
available. Ground water is one of the major & important sources of drinking water. In developing country
like India more than 90% population is dependent on the ground water. Due to modernization and
industrialization these ground water sources were polluted. F- is one of the very common element present
over the earth crust . This element is most electronegative of all other elements. The high level of fluoride
in drinking water imparts the human health hazards, so it is our prime duty to de-fluoridation the ground
water. Many researches & scientists have done lots of work for defluoridation such as Precipitation,
membrane processes, ion-exchange, and adsorption processes are most studied. Adsorption is one the most
trusted methods for de-fluoridation. Many materials or adsorbents were developed and can be used with
high adsorption capacity. In this present study we have try to a solid waste material for removal of fluoride
from drinking water. It has been found that fluoride has a great affinity with silica, alumina, and %
calcium.
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Groundnut Shell: Effective Adsorbent for Defluoridation from Aqueous Solution
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2. MATERIALS AND METHOD
2.1. Adsorbent Collection and P
GS was collected from the local market
by drying in an oven at 1100C for 24 hrs.
well in 75μm mesh size particles
ionized water followed by oven drying for
chemical composition test and the
Figure 1 Raw material and Fine particles after passing
from 75µ size sieve
2.2. Instruments and Apparatus
The morphology of GS powder was study using SEM analyzer.
recorded on a Lab india double beam Spectrometer. The
solutions. Orbital shaking incubator is used to control the temperature and
adsorption experiments. SPANDS method
aqueous solution. Fig.4 shows the adsorbent is amorphous in nature; this is done by X
method.
Figure 3 Chemical composition
: Effective Adsorbent for Defluoridation from Aqueous Solution
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MATERIALS AND METHODS
Adsorbent Collection and Preparation
rom the local market having high silica content, washed with
C for 24 hrs. The dried shells were grinded in grinding machine
m mesh size particles. The prepared material was preserved and again it is
oven drying for 24hrs as shown in Figure 1. The prepared material is sent for the
chemical composition test and the outcomes are graphically shown in Figure 3.
Raw material and Fine particles after passing
from 75µ size sieve
Figure 2 SEM analysis for GS
pparatus
rphology of GS powder was study using SEM analyzer. Infrared spectroscop
india double beam Spectrometer. The digital pH meter is used to measure the pH
solutions. Orbital shaking incubator is used to control the temperature and
SPANDS methods can be used for determination of fluoride concentration in
Fig.4 shows the adsorbent is amorphous in nature; this is done by X
omposition Figure 4 XRD analysis on GS showing amorphous
nature
: Effective Adsorbent for Defluoridation from Aqueous Solution
, washed with de-ionized water followed
in grinding machine and sieved
preserved and again it is washed with de-
1. The prepared material is sent for the
3.
SEM analysis for GS
Infrared spectroscopy of the GS was
meter is used to measure the pH of the
solutions. Orbital shaking incubator is used to control the temperature and orbital shaking for the
s can be used for determination of fluoride concentration in
Fig.4 shows the adsorbent is amorphous in nature; this is done by X-Ray diffraction
nalysis on GS showing amorphous
nature
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2.3. Preparation of Adsorbate Solution
Small amount of 0.22g sodium fluoride is measured and is dissolved in 1L doubled distilled water to
prepare stock solution of fluoride. Serial dilution of 100 mg/L fluoride stock solution was done to prepare
the required concentration of fluoride solution.
2.4. Adsorption Experiment and Analysis
Large no of experiment were done for the study of effect of pH, effect of adsorbent dose, kinetics study,
kinematics study, selection of an isotherm, and assessment of thermodynamic parameters. The variation of
pH was like 2, 4, 6,8,10 &12, adsorbent dose variation was like 0.5-5.5 g in 100 ml and particle size is less
than 75μm, contact time (15 min to 1440 min), initial fluoride concentration (0,2,4,6,8,10,14 and 16 mg/L)
and temperature (293,303, and 313K) were assess during the study in a 250 ml conical flasks and 100 ml
of fluoride solution of 10mg/l concentrated is added. The solution was kept in orbital shaking incubator at
150 rpm for 24 hr at 303 ± 1K and then the solids particles were separated through normal filtration
process. With the help of double beam spectrophotometer the concentration of fluoride solution can be
determine. For each experiment value we have conducted experiments for thrice and average values was
reported. The amount of fluoride adsorbed per unit adsorbent can be calculated by using mass balance
concept.
3. RESULTS AND DISCUSSION
3.1. Effect of pH
The effect of pH of the fluoride solution is one of the important factors in the process of adsorption.
Therefore the range of pH between 2 to 14 was observed. The pH was maintained at by adding 0.5N HCl
for acidic zone and 0.1N NaOH for alkali zone in 1000 ml of prepared solution of 10mg/L of fluoride
solution for 24 hrs contact time with a dose of 225 mg/100 ml of GS. Figure 5 shows the influence of pH
on % removal of fluoride. As pH increases an increase in % removal is found but after the optimum pH at
8.6 the curve decreases with increase in pH. The decline in adsorption at higher pH values may be possible
due to plenty of OH- ions causing increased hindrance to diffusion of fluoride ions. From figure 1 it was
observed that the highest fluoride removal is achieved at range of pH 7 to 8. Thus, pH 7 (neutral condition)
gave maximum removal, and it was taken into consideration for further studies.
3.2. Effect of Adsorbent Dose
Experimental study was carried to understand effect of adsorbent doses by varying doses between 0.5 to
5.5 g/L. The pH was maintain at 7, while initial fluoride concentration was fixed at 10 mg/L and contact-
time were kept as 24 hrs. Figure 6 shows the effect of adsorbent dose on the % removal or adsorption of
fluoride. The data shows that an increase in the adsorption takes place with the incremental dose of
adsorbent. As the surface area increase, the removal efficiency also increases with immediate increase in
adsorbent dose, and hence extra active sites were available for the adsorption of solution. It is cleared that
GS gives 91.36 % removal of fluoride ions at the dose at room temperature of 30°C. Further no significant
changes found and hence 4.5g/l dose is selected for further studies.
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Figure 5 Effect of pH on fluoride removal Figure 6 Effect of adsorbent dose on fluoride removal
3.3. Effect of Stirring Rate
Experiments were carried out to check the effect of stirring rate by varying speeds from 20 to 200 RPM, at
optimum pH of 7.0 with adsorbent dose of 4.5 g/L and 24 hrs of contact time. A curve is plotted between
stirring rate vs. % removal as shown in Figure 7 From figure it is clear that removal is function of stirring
rate. As stirring rate increases there will be an increase in %removal for a given time. The adsorption is
archived at 90% at 150 rpm. Further there is no significant change with increase in stirring rate, so 150 rpm
is considered for further study.
Figure 7 Effect of stirring rate on fluoride removal
Figure 8 Effect of contact time on fluoride removal
(Initial F-
3.4. Effect of Contact Time
Experiments were conducted to check the effect of contact time on removal of fluoride, by varying it from
15 to 1440 minutes. Considering adsorbent dose of 4.5g/L, pH of 7 and rate of stirring 150 rpm by keeping
temperature 293, 303 and 313K experimental data is collected. A curve is plotted between time vs %
removal as shown in Figure 8. It is clear that initially adsorption takes place very rapidly then afterwards
slowed down gradually until it attained equilibrium. Beyond which there is no significance to increase in
the rate of adsorption. For temperature 293K, the removal percentage of fluoride is very fast and within
0
10
20
30
40
50
60
70
80
90
100
0 2 4 6 8 10 12 14
% R
em
ov
al
pH
0
10
20
30
40
50
60
70
80
90
100
0 1 2 3 4 5 6
% R
em
ov
al
Dose (gm/L)
0
10
20
30
40
50
60
70
80
90
100
0 40 80 120 160 200 240
% R
em
ov
al
Stirring Rate (RPM)
0
10
20
30
40
50
60
70
80
90
100
100 300 500 700 900 1100 1300 1500
% R
em
ov
al
Time (Min)
293K
303K
313K
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360 minute about 90.53% removal is found and there was no significant change in the rate of removal
which denoting accomplishment of equilibrium. However the removal efficiency increases trend usually
from 360 to 240 min in case of 303K and 240 minute to 120 minute in case of 313K. Further increase in
contact time does not increase % removal, because there is a deposition of fluoride ions on the available
adsorption sites on adsorbent material. Therefore equilibrium time of 240 minute is selected for the study
at room temperature.
3.5. Effect of Initial Concentration and Temperature of Fluoride
Experimental were carried out to check the effect of initial concentration fluoride by varying initial
concentration from 2,4,6,8,10,12,14 and 16 mg/L at different temperatures (293, 303 and 313K ) at
adsorbent dose of 4.5g/L, stirring rate of 150 rpm pH of 7, and contact time of 240 minutes. Experimental
data is collected and a curve is plotted between initial concentration vs % removal as shown in Figure 9
and Figure 10. As initial concentration increases there is decline in the removal percentage of fluoride ion.
Also as temperature increases there is an increased mobility of the adsorbate and a decrease in the retard
force action on the diffusing adsorbate. Moreover as temperature increases there will be increase in active
sites of the adsorbents.
Figure 9 Effect of Initial concentration of F- Figure 10 Effect of Temperature
3.6. Adsorption Isotherms
Study on equilibrium was carried out pH at 7.0 for adsorption onto the GS and temperatures of 293,303, &
313K, as shown in Figure 11 to 12. Results clears that the GS has an affinity for fluoride adsorption under
these conditions. The equilibrium study includes isotherm model equations, viz. Langmuir (Fig. 11),
Freundlich (Figure 12), and Temkin (Figure 13). The value of slope & intercept provides the related
parameters. Table 1 shows the linear plots of equilibrium models. The figure and table shows that
Langmuir well fitted curve (R2 > 0.9972). The average monolayer adsorption capacity (qm) obtained for
GS is 1.451 mg/g. The Freundlich isotherm model is based on multilayer adsorption, and data represent
that it is fairly fitted (R2 = 0.899, 0.970 & 0.989 for 293K, 303K & 313K respectively). From the linear
plot Freundlich adsorption constants (KF) were obtained 0.944, 1.390, & 1.653 for 293K, 303K & 313K
respectively. The Freundlich coefficient (n), having values ranging from 3.537 to 7.706. A very simple
form of adsorption model is developed considering the chemisorptions of an adsorbate onto the adsorbent
(R2 = 0.945, 0.978, 0.986). A well fitted curve shows that the adsorption process is might be going on onto
the adsorbent due to chemisorptions with physical forces. Hence, the order of isotherm equations obeyed
by the present data is Langmuir > Temkin > Freundlich isotherm.
A relationship between RL and Co was obtained and shown in Figure 14. It shows the necessary
features of the Langmuir isotherm. RL values for GS at different temperatures are represented in Table
0
10
20
30
40
50
60
70
80
90
100
0 2 4 6 8 10 12 14 16
% R
em
ov
al
Initial Concentration (mg/L)
293K
303K
313K
0
10
20
30
40
50
60
70
80
90
100
0 0.5 1 1.5 2 2.5 3 3.5 4 4.5 5 5.5 6
% R
em
ov
al
Dose (gm/L)
293K
303K
313K
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2.for the present study , the values of RL for fluoride concentration are found to be in the range of 0.012–
0.323, which suggests the good adsorption of fluoride onto the adsorbent, under the experimental
conditions.
Figure 11 Langmuir isotherms using GS at various
temperatures.
Figure 12 Plot of the Freundlich isotherm for fluoride
adsorption on GS
Figure 13 Adsorbent response to Temkin isotherm Figure 14 Separation factor RL values verses initial
fluoride concentration
Table 1 Isotherm parameters obtained for the adsorption of fluoride onto GS
Models Parameters 293K 303K 313K
Langmuir Isotherm
R2 0.964 0.997 0.999
qm (mg/g) 0.932 1.564 1.855
Kl (L/mg) 2.094 4.202 6.773
Freundlich Isotherm
Kf (L/mg) 0.944 1.390 1.653
n 3.537 6.246 7.067
1/n 0.283 0.160 0.142
R2 0.899 0.970 0.989
Temkin Isotherm
b 6061.214 8388.751 8515.321
Kt (L/mg) 76.261 702.828 1822.319
B 0.402 0.300 0.306
R2 0.945 0.978 0.986
R² = 0.9639
R² = 0.9972
R² = 0.99910
1
2
3
4
5
6
7
0.00 2.00 4.00 6.00
Ce
/qe
(g
/L)
Ce (mg/L)
293K
303K
313K
R² = 0.8978
R² = 0.9727
R² = 0.9841
-0.20
0.00
0.20
0.40
0.60
0.80
1.00
-1.00 -0.50 0.00 0.50 1.00 1.50 2.00
Ln(q
e)
Ln(Ce)
293K
303K
313K
R² = 0.9452
R² = 0.9781
R² = 0.9855
0.00
0.50
1.00
1.50
2.00
2.50
-1.00 -0.50 0.00 0.50 1.00 1.50 2.00
qe
Ln(Ce)
293K
303K
313K
0.000
0.050
0.100
0.150
0.200
0.250
0.300
0.350
0 2 4 6 8 10 12 14
RL
C0
293k
303k
313k
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3.7. Thermodynamic Parameters
The temperature effect is a biggest factor for controlling the sorption process and therefore the sorption of
GS was monitor at three different temperatures 293, 303, and 313K. Standard enthalpy change (ΔHº)
standard free energy change (ΔGº), and standard entropy change (ΔSº) are the thermodynamic parameters,
Theses parameters were calculated & presented in Table 3 and graphical representation shown in Fig. 15.
If values of ΔGº are negative then it indicates that sorption reaction is spontaneity. If the value of ΔHº
comes negative then it indicates the exothermic nature of the sorption process (Srivistav et.al, 2006).
Suppose the value of ΔSº comes positive then it shows the increasing randomness at the solid/liquid
interface during sorption of fluoride. The study shows as temperature increases, adsorption capacity also
increase. This is most probably due to control of the adsorption process by diffusion phenomenon.
Therefore, reaction is endothermic in nature of the diffusion controlled adsorption process.
Figure 15 Vant-off Plot for Thermodynamics
Table 2 Values of RL at different temperatures, calculated using Langmuir constants.
C0 (mg/L) RL
293 303 313
1 0.323 0.192 0.129
2 0.193 0.106 0.069
4 0.107 0.056 0.036
6 0.074 0.038 0.024
10 0.046 0.023 0.015
12 0.038 0.019 0.012
Table 3 Thermodynamic parameters of fluoride sorption on GS
ΔG (kJ/mol) ΔH (kJ/mol)
ΔS
(kJ/mol K) 293K 303K 313K
-1.8007 -3.616 -4.978 -44.812 0.159
3.8. Adsorption Kinetics
Several kinetics models have been applied to express the mechanism of solute sorption onto a sorbent. In
this present study pseudo first & second order, inter-particle diffusion model, Elovich and Modified
Freundlich has been used to investigate the adsorption process of fluoride on SS. The time dependent
adsorption data shown in Fig.16-19 have been analysed using the linear form of kinetics equations.
Considering initial concentration of 10mg/L, kinetics study on adsorption had been studied at 293k, 303k
R² = 0.9922
0
0.5
1
1.5
2
2.5
0.00315 0.0032 0.00325 0.0033 0.00335 0.0034 0.00345
ln(K
)
1/T (/k)
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& 313k and pH 7.0 for the kinetic study pseudo second-order reaction rate model, Elovich equation model
and intra-particle diffusion fit well.
The pseudo second-order reaction rate model is plotted between times vs. log (qe-qt) as shown in
Figure 20 shows. The model described the kinetics of sorption with high value of R2, ranges between 0.992
- 0.997. The calculated equilibrium capacities (qe) fit well the experimental data. The adsorption
mechanism was predominant and that the overall rate of the fluoride adsorption process appeared to be
controlled by chemical process (Gupta, 1998; Ajmal et al., 2003). The sorption process may possibly be
ion-exchange in nature where the fluoride molecules attach with the various negatively charged inorganic
functional groups present on the surface of the GS.
The Elovich equation model is plot between ln(t) vs qt as shown in figure 19. This model describes
chemisorptions on highly heterogeneous adsorbents, which give a good account of adsorption of fluoride
with R2 value ranges 0.944- 0.812.
Intra-particle diffusion model is linearly plot between qt versus t0.5
with regression coefficient R2 of
0.767-0.527, but the line did not pass through the origin, indicating that this model did not fit the
adsorption process (McKay and Poots, 1980).
Modified Freundlich Model is plot of ln(qt) vs ln(t) .The value of parameters like k and m are used
empirically to evaluate the effect of surface loading and ionic strength on the adsorption process which is
determined by the intercept and slope (Onoal, 2006). It has been seen that the R2 value decreases with
increase in temperature and is ranges from 0.942-0.871. In Table 3 it has been seen that the order of model
is obeyed by the present data is Pseudo Second Order Model > Elovich Model > Modified Freundlich
Model > Intra-particle Diffusion Model > Pseudo First Order Model.
Figure 16 Pseudo first order model Figure 17 Pseudo second order model
Figure 18 Intra particle diffusion model Figure 19 Elovich model for adsorption
R² = 0.3729
R² = 0.4318
R² = 0.3317
-1.00
-0.80
-0.60
-0.40
-0.20
0.00
0.20
0.40
0.60
0 500 1000 1500 2000
log
(qe-
qt)
Time (Min)
293K
303K
313K
R² = 0.992
R² = 0.9952
R² = 0.9973
-2000
0
2000
4000
6000
8000
10000
12000
0 500 1000 1500 2000
t/q
t
Time (Min)
293K
303K
313K
R² = 0.7669
R² = 0.672
R² = 0.5341
-0.20
0.00
0.20
0.40
0.60
0.80
1.00
1.20
0.000 1.000 2.000 3.000 4.000 5.000 6.000
qt
(mg
/g)
t^(0.5)
293K
303K
313K
R² = 0.9444
R² = 0.8885
R² = 0.7721
0.00
0.20
0.40
0.60
0.80
1.00
1.20
0.00 2.00 4.00 6.00 8.00
qt
ln(t)
293K
303K
313K
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Table 4 Kinetics parameters for the removal of fluoride onto GS
Models Parameters 293K 303K 313K
Pseudo First order model
qe (mg/g) 2500 10000 12500
Kf (per min) -9.21E-04 -2.03E-04 -1.84E-04
R2 0.373 0.449 0.358
Pseudo Second-order model
qe(mg/g) 0.126 0.145 0.165
Ks (g/mg min) 0.108 0.147 0.202
h (mg/g/min) 0.002 0.003 0.006
R2 0.992 0.995 0.997
Intra-particle diffusion model
Ki1 (mg/g min1/2) -0.206 -0.087 -0.064
C1 0.916 0.479 0.408
R2 0.767 0.695 0.572
Elovich model
B -4.000 -10.173 -13.245
α (mg/g per min) -0.166 -0.091 -0.072
R2 0.944 0.907 0.812
Modified Freundlich Equation
M 1.840 3.097 3.935
k (L/g/min) 1.189 0.967 1.009
R2 0.942 0.942 0.871
Figure 20 Modified Freundlich model for adsorption of fluoride on to GS
4. CONCLUSION
From the batch study it is clear that GS had comparatively good potential for the removal of fluoride from
aqueous solution. The equilibrium study indicates that Langmuir isotherm model is most fitted curve, as
compare to Freundlich and Temkin isotherms. Maximum monolayer sorption capacity was 1.564 mg g-1 at
303 K which indicating monolayer sorption on a homogenous surface. The RL values showed that GS was
favourable for the adsorption of fluoride. It was very clear that the adsorption kinetics of fluoride to GS
obeyed pseudo-second-order, Elovich model and Modified Freundlich equation adsorption kinetics. The
adsorption kinetics process is chemisorptions this is because pseudo-second-order kinetic model indicating
shows the best fitting curve. Thermodynamic parameters showed that adsorption of fluoride on GS were
exothermic and spontaneous in nature.
R² = 0.9419
R² = 0.9276
R² = 0.8381-2.50
-2.00
-1.50
-1.00
-0.50
0.00
0.50
0.00 1.00 2.00 3.00 4.00 5.00 6.00 7.00 8.00
Ln
(qt)
Ln(t)
293K
303K
313K
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Groundnut Shell: Effective Adsorbent for Defluoridation from Aqueous Solution
http://www.iaeme.com/IJCIET/index.asp 60 [email protected]
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