The catalytic esterification of free fatty acids is an important reaction pathway for chemical synthesis and biodiesel production, wherein efficient heterogeneous catalysts are sought to replace mineral acids. Herein, the esterification of oleic acid together with some familiar fatty acids is demonstrated with methanol over a heterogeneous heteropolyacid-functionalized zeolite imidazolate framework [H6-n P2W18O62 n-/ZIF(H n His.)+n ]. This new heterogeneous catalyst (named as HPA/ZIF(His.) throughout the text) with an average particle size of 80 nm was prepared via condensation of histamine with zinc chloride and characterized by means of Fourier transform infrared (FT-IR), X-ray diffraction (XRD), UV-vis, energy-dispersive X-ray spectrometry, Brunauer-Emmett-Teller, thermogravimetric analysis (TGA), inductively coupled plasma - optical emission spectrometry (ICP-OES), and scanning electron microscopy. According to the performed characterizations, an HPA loading of 40.5 wt % is obtained for HPA/ZIF(His.) from ICP-OES analysis. Moreover, a typical type-IV isotherm with similar adsorption-desorption properties as seen for ZIF-8 is attained. In addition, TGA measurement confirms less stability of HPA/ZIF(His.) compared to that of pure ZIF(His.). The catalytic performance of the nanomaterial is evaluated with respect to temperature, catalyst loading, and methanol/oleic acid ratio and leads to a high yield of methyl ester (>90%) under reflux for 4 h. The preliminary kinetic studies confirm a pseudo-first-order kinetic model for the esterification of oleic acid. To explore the scope of the HPA/ZIF(His.) catalyst in methyl ester production, other free fatty acids with various chain lengths are also successfully tested. Although the nanocatalyst loses a part of its activity during reuse, however, it is stable over at least four recycles as confirmed by XRD and FT-IR. Eventually, the response surface methodology (RSM) is used as a statistical modeling approach to get the best-optimized reaction conditions compared to the performed single-variable benchmarking experiments. Therefore, the central composite design (CCD) and RSM attained a platform to determine the relationship among the reaction time, acid/methanol molar ratio, and catalyst dosage.
The catalyticesterification of free fatty acids is an important reaction pathway for chemical synthesis and biodiesel production, wherein efficient heterogeneous catalysts are sought to replace mineral acids. Herein, the esterification of oleic acid together with some familiar fatty acids is demonstrated with methanol over a heterogeneous heteropolyacid-functionalized zeoliteimidazolate framework [H6-n P2W18O62 n-/ZIF(H n His.)+n ]. This new heterogeneous catalyst (named as HPA/ZIF(His.) throughout the text) with an average particle size of 80 nm was prepared via condensation of histamine with zinc chloride and characterized by means of Fourier transform infrared (FT-IR), X-ray diffraction (XRD), UV-vis, energy-dispersive X-ray spectrometry, Brunauer-Emmett-Teller, thermogravimetric analysis (TGA), inductively coupled plasma - optical emission spectrometry (ICP-OES), and scanning electron microscopy. According to the performed characterizations, an HPA loading of 40.5 wt % is obtained for HPA/ZIF(His.) from ICP-OES analysis. Moreover, a typical type-IV isotherm with similar adsorption-desorption properties as seen for ZIF-8 is attained. In addition, TGA measurement confirms less stability of HPA/ZIF(His.) compared to that of pure ZIF(His.). The catalytic performance of the nanomaterial is evaluated with respect to temperature, catalyst loading, and methanol/oleic acid ratio and leads to a high yield of methyl ester (>90%) under reflux for 4 h. The preliminary kinetic studies confirm a pseudo-first-order kinetic model for the esterification of oleic acid. To explore the scope of the HPA/ZIF(His.) catalyst in methyl ester production, other free fatty acids with various chain lengths are also successfully tested. Although the nanocatalyst loses a part of its activity during reuse, however, it is stable over at least four recycles as confirmed by XRD and FT-IR. Eventually, the response surface methodology (RSM) is used as a statistical modeling approach to get the best-optimized reaction conditions compared to the performed single-variable benchmarking experiments. Therefore, the central composite design (CCD) and RSM attained a platform to determine the relationship among the reaction time, acid/methanol molar ratio, and catalyst dosage.
Biofuels are important
low-carbon energy feedstocks that have been
considered as sustainable energy resources to replace fossil-fuel-derived
counterparts.[1] Among these, biodiesel can
be obtained by the transesterification and esterification of respective
triglycerides and fatty acids of nonedible algal or plant oils under
the catalytic action of some solid bases and acids.[2] Moreover, alkali-catalyzed processes for the production
of biodiesel are not applicable for low-cost oils since these feedstocks
should have <0.5% of free fatty acids and free of water. Besides,
free fatty acids may react with alkaline catalysts and cause difficulties
in the separation of biodiesel from the reaction mixture. However,
energy-efficient commercial processes require high active site densities,
achievable through porous support frameworks,[3] and tunable acid/base strength and/or hydrophobicity.[4]Metal–organic frameworks (MOFs)
are an expandable group
of ordered nanoporous materials with tunable porosity and chemical
functionality.[5−9] The tunable pore dimensions and diversity of organic linkers have
opened a broad application for MOFs in gas adsorption,[10] drug delivery,[11] molecular
separation,[12] and catalysis.[13,14] Crystalline porous zeoliteimidazolate frameworks (ZIFs) are a category
of MOFs comprising imidazole linkers coordinated to different transition
metals such as Zn2+ and Co2+ in a tetrahedral
surrounding through N atoms of the deprotonated imidazolate[15−17] and exhibit excellent thermal and chemical stability in catalysis.[18]Heteropolyacids (HPAs) are polyoxometalate
inorganiccages that
possess high Brønsted/superacidicity and tunable redox activity,[19,20] one subset being the Wells–Dawson form with the general formula
of H6X2M18O62, where M
and X are the central and heteroatoms, respectively. High stability
and strong acidity observed for H6X2M18O62 made these heteropolyacids effective and promise acidiccatalysts for the esterification of fatty acids. However, the unsupported
heteropolyacids are typically soluble in polar reaction media and,
hence, unsuitable for chemical manufacturing due to the difficulty
in separating them from the product stream. Several recent studies
have shown that the catalytic efficiency of heteropolyacidscan be
improved following their dispersion over solid supports.[21−23]The esterification of free fatty acids such as oleic acidcould
be achieved with either homogeneous or heterogeneous acid catalysts.
Some examples are acid-functionalized silica/mesoporoussilica, ion-exchange
resins decorated with sulfonic acids, heteropolyacids, sulfated or
mixed oxides, carbonaceous acidic materials, metal-involving molecular
sieves, zeolites, and so on.[24,25] Although some liquid
inorganic or mineral acids have been known as good catalysts for esterification
reactions, they present several drawbacks such as environmental unfriendliness,
expensive separation and purification, corrosion to the equipment,
nonreusability, long reaction time, or high reaction temperature.[26] Therefore, new catalytic systems should be developed
to overcome the above limitations and improve biodiesel production
under a mild condition.Herein, we explore grafting of H6P2W18O62 over a new ZIF-8-like
material (analogous
to ZIF-8, in which a proton of imidazole is substituted with propylamine)
to reach a highly stable catalyst in terms of chemical, physical,
and thermal properties under the reaction conditions for the esterification
of fatty acids. It is hoped that the pendant amino would facilitate
ionic bonding of the primary or secondary HPA units (Figure ), preventing leaching of the
latter even in a methanol solvent, resulting in a stable heterogeneous
acid catalyst for oleic acidesterification. Different reaction variables
are optimized for esterification, and catalyst reutilization is further
studied. The prepared catalyst is characterized before and after the
reaction by various techniques.
Figure 1
Synthesis route and the proposed molecular
structure for ZIF(His.)+H6–P2W18O62.
Synthesis route and the proposed molecular
structure for ZIF(His.)+H6–P2W18O62.
Results and Discussion
Characterization of ZIF(His.)
The
pure ZIF(His.) was synthesized under solvothermal conditions by mixing
of ZnCl2 and histamine dihydrochloride in methanol at room
temperature for 48 h. Figure shows the X-ray diffraction (XRD) pattern of the as-synthesized
ZIF(His.), which was in good agreement with that observed for ZIF-8;
the latter was prepared from an aqueous Zn salt and 2-methylimidazole
organic linker.[27] ZIF(His.) crystallites
with mean diameters of 50 nm were the principle phases observed with
sharp reflections at ∼7.3, 10.1, 12.9, 17.5, and 19.2°
attributed to (011), (002), (112), (222), and (123) planes of ZIF-8
(JCPDS, 89-3739), respectively.[28] It indicates
that both samples would have the same structure. Figure d displays the XRD pattern
of HPA/ZIF(His.). Strong diffractions at the 2θ of 6.7, 9.8,
12.8, 17.2, and 18.1 confirmed the preservation of the ZIF(His.) structure
after the immobilization of HPA. Some minor shifts may be due to the
interaction of the heteropolyacid with the surface amine groups and
presumably little deformation of the crystal structure. Observation
of no specific diffractions for HPAconfirmed high dispersion of the
acid onto the surface of the ZIF nanostructure. The Debye–Scherrer
equation was applied to estimate the crystallite size of HPA/ZIF(His.)
based on the width of the powder diffraction peak (eq ).where D is the particle size
in nanometers, K is shape factor and usually is 0.9,
λ is the wavelength of the radiation (1.54056 Å for Cu
Kα radiation), θ is the peak position, and β is
the peak width at the half-maximum intensity.[29] With these data and replacing the different θ’s in eq , the average particle
size of 80 nm was attained.
Figure 2
Experimental XRD patterns for the synthesized
“ZIF(His.)”
(a) and ZIF-8 (b) compared with those for the simulated ZIF-8 (c).
Reproduced with permission from www.acsmaterial.com. (d) XRD pattern for the as-prepared HPA/ZIF(His.).
Experimental XRD patterns for the synthesized
“ZIF(His.)”
(a) and ZIF-8 (b) compared with those for the simulated ZIF-8 (c).
Reproduced with permission from www.acsmaterial.com. (d) XRD pattern for the as-prepared HPA/ZIF(His.).The UV–vis spectrum of the as-synthesized
ZIF(His.) showed
an intense absorption band at 387 nm (Figure ), in accordance with that observed for ZIF-8
due to the characteristic absorption band of Zn2+. The
as-synthesized ZIF(His.) was white and absorbed across the whole UV–vis
spectrum.[30−34]
Figure 3
UV–vis
spectrum of the as-synthesized ZIF(His.) dispersed
in methanol.
UV–vis
spectrum of the as-synthesized ZIF(His.) dispersed
in methanol.Scanning electron microscopy (SEM)
images of the as-synthesized
“ZIF(His.)” and HPA/ZIF(His.) (Figure a,b) showed inhomogeneous distributions of
crystallites and particles spanning 50 nm to 1 μm, some of which
had a plateletlike morphology.[35,36] Compositional analysis
by energy-dispersive X-ray spectrometry (EDX) indicated the presence
of Zn and N for HPA/ZIF(His.) (Figure c) with the Zn/N atomic ratio of 0.395 consistent with
the proposed structure in Figure and the Zn/W ratio of 0.05 consistent with the HPA
loading of 40.5 wt % from ICP.
Figure 4
FESEM image of the as-synthesized “ZIF(His.)”
(a)
FESEM (b) and EDX (c) of HPA/ZIF(His.).
FESEM image of the as-synthesized “ZIF(His.)”
(a)
FESEM (b) and EDX (c) of HPA/ZIF(His.).The surface area and pore distribution of the as-synthesized HPA/ZIF(His.)
were analyzed using nitrogen adsorption–desorption isotherms
at 77 K (Figure ).
The corresponding isotherm showed an abrupt increase at relatively
low pressure (P/P0 <
0.1), indicating its microporous structure. It seems that HPA/ZIF(His.)
obeys a typical type-IV isotherm with a hysteresis loop in the range
of P/P0 = 0.7–0.9,
confirming the presence of mesopores.[37] Moreover, the observation of high adsorption capacity at high relative
pressure (P/P0 > 0.8)
suggested the coexistence of mesopores and macropores.[38] These findings showed that HPA/ZIF(His.) may
include all of the three types of micro-, meso-, and macroporous textures.
This may be due to some structural changes originated from the propylamine
branch. The pore size distribution of HPA/ZIF(His.) was calculated
by the BJH method in the range of 1–100 nm (Figure B). This study indicated a
nearly wide distributed pore structure.
Figure 5
N2 adsorption–desorption
isotherms (A) and pore
size distribution based on the BJH method (B) for HPA/ZIF(His.).
N2 adsorption–desorption
isotherms (A) and pore
size distribution based on the BJH method (B) for HPA/ZIF(His.).The textural properties of “ZIF(His.)”
and HPA/ZIF(His.)
(fresh and recycled) including the Brunauer–Emmett–Teller
(BET) surface area, total pore volume, and micropore volume are summarized
in Table . Compared
to that of “ZIF(His.)”, the HPA/ZIF(His.) nanocatalyst
showed a decrease in BET surface area and micropore volume due to
blocking of the cavity windows upon sequential grafting of HPA, indicating
the presence of guest components on the surface of the “ZIF(His.)”
framework. Moreover, an additional decrease in the BET surface area
and total pore volume was also observed for the reused catalyst after
4 cycles. This was likely due to the agglomeration of the nanoparticles,
which leads to the blockage of some pores. To ascertain similarities
in adsorption–desorption behaviors of ZIF(His.) and ZIF-8,
the textural properties of ZIF-8 and H3PW12O40/ZIF-8 are now included in Table . Clearly, it can be envisaged that both
ZIF(His.) and ZIF-8 show a similar trend in the examined textural
properties.
Table 1
Textural Properties of ZIF(His.) and
HPA/ZIF(His.)[39,40]a
sample
SBET (m2/g)
Vtotal (cm3/g)
Vmicro (cm3/g)
ZIF(His.)
1550
0.72
0.61
HPA/ZIF(His.)
885
0.55
0.37
reused HPA/ZIF(His.)
650
0.44
0.28
ZIF-8
1252
0.66
0.55
H3PW12O40/ZIF-8
1186
0.59
0.52
SBET, BET
surface area; Vtotal, total pore
volume; Vmicro, micropore volume.
SBET, BET
surface area; Vtotal, total pore
volume; Vmicro, micropore volume.Fourier transform infrared (FT-IR)
spectra of histamine, ZIF(His.),
and HPA/ZIF(His.) evidenced bands at 3133 and 2927 cm–1 associated with C–H stretches of the imidazole ring and alkyl
group, respectively (Figure ). The peak at 1581 cm–1 is ascribed to
a C–N stretch within the imidazole ring. Bands in the spectral
regions of 500–1350 and 1350–1500 cm–1 are assigned to additional imidazole ring bends and stretches, respectively,[41] while bands at 1140, 1637, and 3422 cm–1 are attributed to P–O, W–O, and O–H stretches
from the heteropolyacid, respectively.
Figure 6
FT-IR spectra of (a)
histamine, (b) as-synthesized ZIF(His.), and
(c) HPA/ZIF(His.).
FT-IR spectra of (a)
histamine, (b) as-synthesized ZIF(His.), and
(c) HPA/ZIF(His.).To study the stability
of ZIF(His.) and HPA/ZIF(His.) in this system,
new data on TGA analysis is now added (Figure ). TGA measurements confirmed less stability
of HPA/ZIF(His.) compared to that of pure ZIF(His.). The TG curve
of HPA/ZIF(His.) shows four weight-loss steps at 87.27, 171.93, 360.21,
and 419.49 °C. The first two weight losses of ∼25% are
attributed to the release of guest H2O and solvent molecules.
On further heating, a weight loss of ∼34% between 360 and 419
°C may be ascribed to the decomposition of the organic linker
and partial destruction of the heteropolyacid, which can lead to the
eventual framework decomposition and formation of the corresponding
simple oxides. This study showed that around 66% of the starting HPA/ZIF(His.)
weight is remained up to 600 °C. Furthermore, the thermogravimetric
analysis conducted in air indicated that HPA/ZIF(His.) particles have
slightly lower stability than that of ZIF(His.) crystals. For ZIF(His.),
a sharp weight loss step was observed at ca. 375 °C, corresponding
to the decomposition of organic species, whereas the corresponding
weight loss was started at ∼360 °C for HPA/ZIF. Therefore,
a small decrease in the thermal stability of HPA/ZIF(His.) occurred
after the incorporation of HPA.
Figure 7
Thermogravimetric analysis curves of pure
ZIF(His.) and HPA/ZIF.
Thermogravimetric analysis curves of pure
ZIF(His.) and HPA/ZIF.
Esterification
of Oleic Acid
Fatty
acids can be divided into saturated and unsaturated long-chain carboxylic
acids, which are naturally found in animal fats and vegetable oils.
Oleic acid is an unsaturated long-chain acid, and almost a high concentration
of this acid is detected in various vegetable oils such as pecan,
sunflower, grape seed, macadamia, peanut, sea buckthorn, sesame, and
canola oils as shown in Figure .
Figure 8
Production of biodiesel from oleic acid derived from various vegetable
oils.
Production of biodiesel from oleic acid derived from various vegetable
oils.
Experimental
Esterification Tests (Single-Variable
Experiments for the Esterification Reactions)
To optimize
the esterification process, several variables such as reaction duration
(1–24 h), catalyst dosage (0–50 mg), reaction temperature
(25 °C reflux), and methanol/acid molar ratio (30:1–120:1)
were investigated. Conversion increased with enhancing the methanol/acid
ratio up to 60:1 (Figure ); falling at a higher molar ratio can be attributed to competitive
adsorption and coordination of both alcohol and organic acid at adjacent
Brønsted acid sites. Hence, high alcoholconcentrations would
block the catalyst sites and inhibit acid adsorption.[42−44]
Figure 9
Effect
of methanol/oleic acid molar ratio on the oleic esterification
reaction over HPA/ZIF(His.). Reaction conditions: 0.05 g of HPA/ZIF(His.)
under reflux after 4 h.
Effect
of methanol/oleic acid molar ratio on the oleicesterification
reaction over HPA/ZIF(His.). Reaction conditions: 0.05 g of HPA/ZIF(His.)
under reflux after 4 h.After optimizing the
MeOH/oleic acid molar ratio at 60:1, the effect
of reaction temperature was explored to minimize methanol losses and
optimize activity (Figure ). As shown, the reaction temperature had a profound influence
on the esterification reaction. It was found that conversion was improved
from 0% at 25 °C to 86% under reflux conditions. In general,
the esterification rate should be improved by temperature due to the
shift of the reaction equilibrium.
Figure 10
Effect of reaction temperature on oleic
acid esterification with
methanol over HPA/ZIF(His.). Reaction conditions: alcohol/acid molar
ratio of 60:1 and 0.05 g of catalyst under reflux after 4 h.
Effect of reaction temperature on oleic
acid esterification with
methanol over HPA/ZIF(His.). Reaction conditions: alcohol/acid molar
ratio of 60:1 and 0.05 g of catalyst under reflux after 4 h.The effect of reaction time was subsequently examined
for oleic
acid esterification with methanol. As observed, there was a monotonic
steep increase in conversion with increasing the reaction duration.
Therefore, the oleic acidconversion and the corresponding methyl
ester yield were increased to ∼80 and 70%, respectively, over
the first 3 h of reaction; beyond which a slower rise was observed
until a plateau was reached at approximately 96% after 24 h (Figure ). However, a further
increase of the reaction time beyond 24 h did not enhance the conversion
because of the equilibrium. Therefore, it could be concluded that
the favorable reaction duration is 4 h.
Figure 11
Effect of reaction time
on the esterification of oleic acid with
methanol over HPA/ZIF(His.). Reaction conditions: alcohol/acid molar
ratio of 60:1 and 0.05 g of catalyst under reflux.
Effect of reaction time
on the esterification of oleic acid with
methanol over HPA/ZIF(His.). Reaction conditions: alcohol/acid molar
ratio of 60:1 and 0.05 g of catalyst under reflux.The effect of catalyst dosage was monitored in the esterification
reaction. First, no reaction was observed without the HPA/ZIF(His.)
catalyst. As depicted in Figure , the acid conversion was monotonously increased along
with the increment in catalyst amount until a maximum conversion of
86% was achieved at a catalyst loading of 50 mg (3.3 wt %). This phenomenon
was due to the increased acidic sites involved in the catalytic reaction,
thereby increasing the esterification efficiency. This observation
indicated that the reactions were free from mass transport limitations.
However, the esterification efficacy was slightly declined as the
catalyst amount exceeded 80 mg. The excessive catalyst can enhance
the viscosity of the reaction mixture, hindering the effective mass
transfer of the catalyst and reagents, which consequently led to a
diminished conversion. Based on these results, the optimal catalyst
loading was 50 mg for the esterification reaction.
Figure 12
Effect of catalyst loading
on the esterification of oleic acid
with methanol over HPA/ZIF(His.). Reaction conditions: alcohol/acid
molar ratio of 60:1 under reflux for 4 h.
Effect of catalyst loading
on the esterification of oleic acid
with methanol over HPA/ZIF(His.). Reaction conditions: alcohol/acid
molar ratio of 60:1 under reflux for 4 h.The HPA/ZIF(His.) catalyst performance for oleic acidesterification
with methanol was benchmarked against a range of solid acids under
identical reaction conditions (Figure ). The unsupported H3PW12O40, H5PW10V2O40, and H6P2W18O62 exhibited
modest conversion and ester yields and the latter showed the best
activity merely because of the higher accessible acid sites. In addition,
the parent ZIF(His.) exhibited no catalytic activity. Moreover, UIO(66)-HPA
behaved much better than SBA-HPA. Interestingly HPA/ZIF-8 showed low
catalytic activity, which may be due to the lower amount of loaded
HPA on this material compared to that of ZIF(His.).
Figure 13
Comparison of different
catalysts for the esterification of oleic
acid with methanol. Reaction conditions: alcoho/acid molar ratio of
60:1 and 50 mg of catalyst under reflux for 24 h.
Comparison of different
catalysts for the esterification of oleic
acid with methanol. Reaction conditions: alcoho/acid molar ratio of
60:1 and 50 mg of catalyst under reflux for 24 h.
Effect of the Interactive Parameters
The
major effects and two-factor interactions were calculated based
on the response, and the “normal probability” curve
(Figure ) was drawn
to find the factors that significantly affect the methyl ester production. Table lists the results
for experimental and predicted yields according to the introduced
coded levels for each parameter. Experimental yields are attained
in the laboratory, whereas the predicted data are obtained through
the used software. Figure A, called the operational parameter deviation, shows the effect
of independent variables on the esterification yield. Figure B shows the model’s
capability in process optimization and presents the normal probability
plot for the quadratic model. The plot of the residuals illustrated
a normal distribution supporting the adequacy of the least-squares
fit because most of the points follow a straight line. Therefore,
it is a suitable model to predict the most affecting parameters for
the esterification efficiency. Moreover, it can be used to find the
optimum conditions for the desired esterification process. Additionally,
interactions between the variables can be clearly seen from the perturbation
plot in Figure ,
which came up by default from Design-Expert software and perturbation
theory using mathematical methods to find the optimized condition
to solve the problem.[45]
Figure 14
Operational parameter
deviation (A) and normal probability plot
(B) for the selected factors affecting the esterification process.
Table 2
Experimental Design and Results of
the CCD
RSM
standard
experimental factors
run
reaction time (h)
MeOH/OA molar
ratio
catalyst amount (mg)
biodiesel yield (%)
1
3.00
60.00
0.07
91
2
3.00
60.00
0.01
70
3
4.50
85.00
0.03
75
4
1.50
35.00
0.10
18
5
4.50
35.00
0.10
21
6
3.00
102.04
0.07
68
7
3.00
60.00
0.07
88
8
3.00
60.00
0.07
93
9
1.50
85.00
0.10
28
10
3.00
60.00
0.07
90
11
4.50
85.00
0.10
56
12
1.50
85.00
0.03
39
13
4.50
35.00
0.03
63
14
3.00
17.96
0.07
51
15
0.48
60.00
0.07
33
16
3.00
60.00
0.07
90
17
5.52
60.00
0.07
98
18
1.50
35.00
0.03
48
19
3.00
60.00
0.07
89
20
3.00
60.00
0.12
36
Operational parameter
deviation (A) and normal probability plot
(B) for the selected factors affecting the esterification process.To calculate regressions, Design-Expert
software was used to obtain
all models of its polynomial. The best model of the tables and analysis
of variance (ANOVA) were selected, and a software-default quadratic
model was proposed (Table ). As the F-value is greater and the p-value is smaller, values of the relevant model were more
accurate and only factors with a 95% level of confidence (p-value equal to 5% or less) were kept in the model. Thus,
the best relationship between response and factors can be obtained
and would be used for data analysis. A three-level factorial design
was used to achieve all possible combinations of input variable that
are able to optimize the response within the region of 3-D space.
According to the analysis of variance (ANOVA), the quadratic model
was found to be significant at p-value less than
0.05. Some values were not significant; hence, model reduction was
done using the response surface methodology (RSM). The values are
presented in Table . Fisher’s statistical analysis proved the adequacy of the
developed model. However, based on the reported p-value for the lack-of-fit test (0.0002), it was concluded that the
proposed model did not fit the response (Table ).
Table 3
Analysis of Variance
(ANOVA), Regression
Coefficient Estimate, and Test of Significance for the Esterification
Reaction
ANOVA
for the response surface reduced quadratic model
source
sum of squares
df
mean square
F value
p-value prob. > F
model
12 573.28
9
1397.03
14.89
0.0001
significant
A - time
2680.12
1
2680.12
28.56
0.0003
B - ratio
429.54
1
429.54
4.58
0.0581
C - catal
1855.37
1
1855.37
19.77
0.0012
AB
264.50
1
264.50
2.82
0.1241
AC
50.00
1
50.00
0.53
0.4822
BC
220.50
1
220.50
2.35
0.1563
A2
1961.82
1
1961.82
20.90
0.0010
B2
2740.04
1
2740.04
29.20
0.0003
C2
3729.49
1
3729.49
39.74
<0.0001
residual
938.47
10
93.85
lack of fit
923.64
5
184.73
62.27
0.0002
significant
pure error
14.83
5
2.97
cor total
13 511.75
19
Figure confirms
the pairwise interactions between the selected parameters. The interaction
between the temperature and amount of catalyst was obvious. However,
according to the performed experiments, the effect of temperature
is crucial. It means that besides the value of other reaction parameters
a least minimum temperature is needed to start the esterification
reaction. Moreover, a concomitant increase in temperature can benefit
methyl ester production. According to the performed RSM study based
on the central composite design (CCD) and the corresponding statistical
modeling approach, the optimum conditions were attained as 3.3 wt
% of catalyst, 4 h reaction time, and acid/methanol molar ratio of
1:60 under reflux conditions.[45]
Figure 15
Response
surface plots defining interaction among the temperature,
catalyst dosage, methanol/oleic acid molar ration, and time in the
esterification reaction.
Response
surface plots defining interaction among the temperature,
catalyst dosage, methanol/oleic acid molar ration, and time in the
esterification reaction.
Hot Filtration
Test
To prove that
the catalytic activity was originated from HPA/ZIF(His.) and not from
the leached HPA in the reaction solution, a hot filtration test was
carried out. In this experiment, the esterification of oleic acid
with methanol was performed under the optimum conditions for 2 h in
the presence of HPA/ZIF(His.), affording 36% methyl ester yield. Thereafter,
the heterogeneous catalyst was filtered and the reaction was continued
with the filtrate for an extended time of 22 h. However, only a little
increase in the product yield (8%) was achieved and the maximum final
yield of 42% was achieved in the whole. To compare the catalytic activity
of HPA/ZIF(His.) with HPA/ZIF-8, the latter was synthesized with the
same amount of loaded HPA (∼40 wt %), as confirmed by ICP.
As is expected, the loading of HPA onto ZIF-8 occurs mainly via physical
adsorption since there is no Lewis base site on the supporting material
to warranty the grafting of HPA. Therefore, HPA/ZIF-8 was very susceptible
to methanol as a strong polar solvent. Even, in this case, a significant
increase in the yield of the produced ester (∼24%) was achieved
in the hot filtration test under similar reaction conditions selected
for HPA/ZIF(His.). This amount correlates well with the obtained result
for pure H6P2W18O62 in Figure . This finding
clearly confirmed that nearly all of the physically adsorbed HPA on
ZIF-8 (∼20 mg with respect to 50 mg of HPA/ZIF-8) was leached
from the surface of ZIF-8. This clear difference between ZIF-8 and
ZIF(His.) in the grafting of HPA is the distinct novelty of this work.
Thus, it is believed that the incorporation of the pendant amino group
can provide a strong electrostatic interaction with HPA and ZIF(His.)
and inhibits easy leaching of the heteropolyacid. These results affirmed
the heterogeneous nature of the HPA/ZIF(His.) catalyst and no significant
leaching of HPA during the course of the esterification reaction.
FT-IR spectra and XRD patterns of the recycled catalyst were compared
to those of the fresh one. In agreement with the results of recyclability,
no obvious spectral change was detected for the recycled catalyst.
Studying Stability and Reusability of HPA/ZIF(His.)
The stability and reusability of HPA/ZIF(His.) were assessed for
oleic acidesterification with methanol over four consecutive reactions,
with the spent catalyst washed with methanol and air-dried between
each reaction. The oleic acidconversion and ester yield decreased
from ∼92% in the first run to ∼73% after the fourth
run, indicative of modest deactivation (Figure ). Comparison of the FT-IR spectra and XRD
patterns of the recycled HPA/ZIF(His.) after four consecutive reactions
with those of the as-prepared catalysts evidenced good catalyst stability
(Figures and 17). UV–vis spectra of the fresh catalyst
in methanolcompared to those of the filtrate following the removal
of the catalyst refluxed in methanol for 2 h demonstrated that only
∼3% of the initial HPA was leached from HPA/ZIF(His.). The
recovery rate of the catalyst in all reuse experiments was >90%.
Figure 16
Recyclability
of HPA/ZIF(His.) for the esterification of oleic
acid with methanol. Reaction conditions: alcohol/acid molar ratio
of 60:1 and 50 mg of reused HPA/ZIF(His.) catalyst under reflux for
6 h. The recovery rate of the catalyst in all reuse experiments was
>90%, as defined by [(weight of the recovered catalyst)/(weight
of
the fresh catalyst)] × 100%.
Figure 17
FT-IR
spectra of (a) as-prepared HPA/ZIF(His.) and (b) after 4
times reuse. (c) XRD pattern for the reused HPA/ZIF(His.).
Recyclability
of HPA/ZIF(His.) for the esterification of oleic
acid with methanol. Reaction conditions: alcohol/acid molar ratio
of 60:1 and 50 mg of reused HPA/ZIF(His.) catalyst under reflux for
6 h. The recovery rate of the catalyst in all reuse experiments was
>90%, as defined by [(weight of the recovered catalyst)/(weight
of
the fresh catalyst)] × 100%.FT-IR
spectra of (a) as-prepared HPA/ZIF(His.) and (b) after 4
times reuse. (c) XRD pattern for the reused HPA/ZIF(His.).
Preliminary Kinetic Study
Furthermore,
the reaction kinetics of oleic acidesterification were conducted
at 40, 60, and 70 °C with 0.05 g of HPA/ZIF(His.) at the methanol/oleic
acid molar ratio of 60:1 for 2 h. The noncatalyzed reaction rate was
insignificant relative to that of the catalyzed system. The methyl
ester yield at the above temperatures was plotted versus time, 0–120
min. The obtained data showed that ester yield increased with increasing
the reaction time, and finally, a pseudo-first-order kinetic model
was attained.[46] This finding was in accordance
with the previous reports using similar catalytic systems.
Catalytic Performance of HPA/ZIF(His.) for
the Esterification of Other Free Fatty Acids
To explore the
scope of the HPA/ZIF(His.) catalyst in the methyl ester production,
further studies on the esterification of some free fatty acids with
methanol were outlined (Figure ). High conversions were achieved for lauric acid (98%),
myristic acid (96%), stearic acid (91%), and palmitic acid (78%) under
the optimum reaction conditions. Based on the results, the HPA/ZIF(His.)
catalyst can effectively convert common free fatty acids with various
chain lengths into the corresponding methyl esters.
Figure 18
Catalytic performance
of HPA/ZIF(His.) for the esterification of
some free fatty acids under the standard reaction conditions.
Catalytic performance
of HPA/ZIF(His.) for the esterification of
some free fatty acids under the standard reaction conditions.
Catalytic Activity of Different
Catalysts
in the Esterification of Oleic Acid
Catalytic performance
of HPA/ZIF(His.) was compared to that of other reported catalytic
systems in the esterification of oleic acid, as shown in Table . HPA/ZIF(His.) exhibited
relatively high catalytic activity and almost the best efficacy among
the titled catalysts, which have more or fewer drawbacks like relatively
low conversion, high temperature, and relatively long reaction time
in comparison with our catalyst that could be a promising catalyst
for the industrial purposes.
Table 4
Comparing Efficacy
of HPA/ZIF(His.)
with Some Catalysts in the Esterification of Oleic Acida
catalyst (wt %)
tem. (°C)
acid/MeOH (molar
ratio)
time (h)
conv. (%)
TON (h–1)
ref
WO3/USY (10)
200
1:6
2
74
3.75
(47)
HPW@MIL-100 (5)
111
1:11
1
40
8
(48)
ClSO42–/ZrO2 (5)
150
1:1
1
50
10
(49)
Cu-SA (250 mg)
70
1:10
1
50
3
(50)
sulphated Zr-KIT-6 (4)
120
1:20
3
85
7.08
(51)
HClSO3–ZrO2 (3)
100
1:8
12
99
2.75
(52)
MF9S4 (8)
160
1:60
1
79
9.8
(53)
HPA/ZIF(His.) (3.3)
80
1:60
1
25
7.5
this work
Turn over number (TON) is calculated
as [amount of product (g)/1 g of catalyst] per time.
Turn over number (TON) is calculated
as [amount of product (g)/1 g of catalyst] per time.
Conclusions
Carboxylic acidesterification with methanol was investigated over
HPA/ZIF(His.) as a solid acid composite catalyst comprising H6P2W18O62 supported over a
ZIF-8-like structure bearing histamine instead of imidazole. This
new heterogeneous catalyst with an average particle size of 80 nm
was prepared via the condensation of histamine with zinc chloride
and characterized by means of FT-IR, XRD, UV–vis, EDX, BET,
TGA, inductively coupled plasma - optical emission spectrometry (ICP-OES),
and SEM. According to the performed characterizations, an HPA loading
of 40.5 wt % was obtained for HPA/ZIF(His.) from ICP-OES analysis.
Moreover, the textural properties of this catalyst confirmed a typical
type-IV isotherm with similar adsorption–desorption behaviors
as seen for ZIF-8. In addition, TGA measurements confirmed less stability
of HPA/ZIF(His.) compared to that of pure ZIF(His.). This study showed
that around 66% of the starting HPA/ZIF(His.) weight is remained up
to 600 °C. The attained optimum reaction conditions for oleic
acid esterification over the HPA/ZIF(His.) catalyst were an alcohol/acid
molar ratio of 60:1, using 50 mg of solid acid, under reflux and afforded
the maximum conversion of 92% after 4 h. To explore the scope of the
HPA/ZIF(His.) catalyst in the methyl ester production, other free
fatty acids with various chain lengths were also successfully tested.
The HPA/ZIF(His.) framework exhibited acceptable catalytic activity,
good stability, and good reusability for at least 4 cycles. Moreover,
a pseudo-first-order kinetic model was attained for the esterification
of oleic acid. In addition, statistical RSM modeling is used to get
the best-optimized reaction conditions compared to the performed experimental
benchmarking. To prove that the catalytic activity was originated
from HPA/ZIF(His.) and not from the leached HPA in the reaction solution,
a hot filtration test was carried out. A series of experiments with
HPA/ZIF(His.) and HPA/ZIF-8 showed that the loading of HPA onto ZIF-8
occurs mainly via physical adsorption, whereas the pendant amino group
in HPA/ZIF(His.) can provide a strong electrostatic interaction to
graft HPA on the surface of ZIF(His.) and inhibits easy leaching of
the heteropolyacid, as confirmed by FT-IR and XRD. Eventually, such
a composite heterogeneous catalyst can offer a new opportunity for
fatty efficient esterification and associated biodiesel production.
Experimental Section
Materials and Methods
All chemicals
were analytical-grade and applied as received without further refinement.
Anhydrous zinc chloride (98%), methanol, oleic acid (99%), potassium
hydroxide (99%), phenolphthalein (97%), and histamine dihydrochloride
(99%) were obtained from Merck and Fluka. Scanning electron microscopy
(SEM) was performed on a VEGA TESCAN scanning electron microscope
using samples dispersed in ethanol by ultrasonication and the resulting
solution was dropped onto a carbon film supported on a copper grid.
Selected areas were subjected to microanalysis using an Oxford Instrument
EDX spectrometer. Fourier transform infrared (FT-IR) spectra were
obtained on a 8700 Shimadzu Fourier Transform spectrophotometer on
diluted samples (10 wt %) pressed into KBr pellets. UV–visible
spectra were recorded using a Photonix UV–visible array spectrophotometer.
Elemental analyses were performed using a Thermo Finnigan Flash-1112EA
microanalyzer. X-ray diffraction patterns (XRD) were acquired on a
Unisanits XMD300 diffractometer with Cu Kα radiation at 30 mA
and 40 keV and a scanning rate of 3° min–1 in
the 2θ domain from 5 to 80°. The chemical composition of
the prepared material was determined using an inductively coupled
plasma-optical emission spectrometer (ICP-OES; model VARIAN VISTA-PRO).
For this purpose, the samples were first solvent-exchanged by dry
CH2Cl2, followed by vacuum drying to remove
the volatiles. Then, 5 mg of each sample was digested in 1 mL of HNO3 70% at 70 °C for 12 h in an oil bath. Dilutions were
carried out by using ultrapure dilute HNO3 solutions.
Synthesis of ZIF(His.)
Room-temperature
synthesis of the new ZIF was attempted by mixing zinc chloride (anhydrous;
0.06 g; 0.05 mmol) with histamine dihydrochloride (0.21 g; 1.1 mmol)
in warm methanol (50 °C, 13 mL). The reaction mixture was held
for 24 h without disturbing the interface, and the resulting fine
white powder was isolated and then washed with deionized water and
air-dried at 70 °C. This material appears to possess a similar
structure to ZIF-8 and for the purposes of this work is termed ZIF(His.),
although additional characterizations such as single-crystal analysis
is required to definitively prove that it is a new metal–organic
framework material.
In Situ Synthesis of HPA/ZIF(His.)
H6P2W18O62 was prepared
according to a general standard method.[54,55] Na2WO4·2H2O (100 g) was added to 350 mL of
water, and the mixture was heated to boiling. Then, 150 mL of 85%
H3PO4 was added and the resulting yellow-green
solution was refluxed for 13 h. Then, the solution was cooled, and
the product was precipitated by the addition of 100 g of solid KCl.
Finally, the collected light green precipitate was redissolved in
a minimum amount of hot water and allowed to be crystallized at 5
°C overnight. For the in situ synthesis of HPA/ZIF(His.), a solid
mixture of H6P2W18O62 (0.04
g, 9 mmol), histamine (0.21 g, 1 mmol), and ZnCl2 (0.13
g, 1 mmol) were dissolved in 13 mL of methanol. The solution was kept
at RT for 24 h. After removing the mother liquor, methanol (5 mL)
was added to wash the powder. Finally, white-green powders were collected,
dried, and named as HPA/ZIF(His.). The HPA loading in this composite
was calculated from the amount of W determined by ICP-OES (40.5 wt
%). This amount results in an acid site loading of 9.26 × 10–5 mol/g. Figure shows UV–vis spectral changes of the mother
liquor during in situ impregnation of ZIF(His.) with H6P2W18O62. As the maximum absorbance
at 259 nm was due to HPA, this figure clearly demonstrates the grafting
of the heteropolyacid onto the surface of ZIF(His.) and that most
of HPA had been adsorbed after 4 h.
Figure 19
UV–vis spectral changes of mother
liquor during in situ
impregnation of ZIF(His.) with H6P2W18O62.
UV–vis spectral changes of mother
liquor during in situ
impregnation of ZIF(His.) with H6P2W18O62.
Esterification
Reactions
Fatty acidesterification with methanol was performed in a reactor furnished
with a magnetic stirrer and a reflux condenser. Since the esterification
reaction is reversible, an excess amount of methanol (typical methanol/acid
molar ratio of 60:1) was used to shift the reaction equilibrium. As
a sample reaction, oleic acid (1.5 g), methanol (10 g), and catalyst
(50 mg) were reacted in a round glass bottle (50 mL) equipped with
a condenser under magnetic stirring and was heated by an oil bath.
Postreaction mixtures were centrifuged to isolate the solid acid catalyst,
which was subsequently washed with methanol to remove any residual
organiccomponents and dried at 70 °C for 1 h. The regenerated
catalyst was, then, added to a fresh reaction mixture for subsequent
reuse. The supernatant was analyzed by titration with 0.075 M KOH
using a phenolphthalein indicator to calculate the acid value (AV,
mg KOH/g oil sample), according to the standard methods of the American
Society for Testing and Materials, as described in eq .[55] For
this purpose, approximately 0.2 g of oil sample was weighed and about
50 mL of ethanol involving 0.5 mL of phenolphthalein indicator was
heated to boiling. Then, the ethanol solution was added to the sample
while keeping the temperature still above 70 °C. The mixture
was neutralized with standardized KOH until the endpoint of titration
was persisted for at least 15 s.The crude ester, which
was composed of the
filtrate produced after filtering the reaction mixture and washing
the spent catalyst, was transferred to a 10 mL tube and dried at 100
°C overnight to evaporate methanol. Then, the oil samples were
placed in screw-capped glass vials for acid value analysis. From the
acid value, the acid conversion was determined by eq . It should be mentioned that the
produced ester is insoluble in methanol and can be easily separated
from the bilayered reaction mixture and no further purification is
needed.where AVFinal is the measure of
the postreaction acid value and AVInitial is that of the
initial reaction mixture. The methyl ester yield was determined from eq .All experiments were
repeated
twice, and the listed yields were the average of two runs with a standard
deviation of 0.01–6.80%.
Statistical Modeling
Approach Using Response
Surface Methodology
The Design-Expert version 10 software
(Stat-Ease, Inc., Minneapolis) was used to optimize the esterification
of oleic acid. Central composite design (CCD) was achieved to study
the four-level factors, which required 30 experimental combinations.
The levels were selected according to the retrieved results from a
preliminary study. The analysis of variance (ANOVA) and regression
analysis were performed, and the effects of independent factors on
the esterification reactions were computed using statistical tools
(Table ).