G Model
MCAT-428; No. of Pages9
ARTICLE IN PRESS
J. Tacacima et al. / Molecular Catalysis xxx (2018) xxx–xxx
7
Table 4
Arrhenius parameters for the pseudo-first-order reaction obtained by the iterative
method.
ꢀ
Reactor
CF0 (%m/m)
Ea (kJ/mol)
ln (k0 )
BTR
BTR
BTR
BTR
1.5
3.0
4.5
13.5
91.09
89.66
67.80
58.84
21.14
20.65
13.46
10.28
tion of the reagent and calculated the Arrhenius parameters for the
pseudo-first-order reaction, which values are presented in Table 4.
Once again, a variation in the linear activation energy values for
different feed concentrations was observed, so that a compensation
ꢀ
effect of the ln(k0 ) pre-exponential term occurs, as presented in the
Cremer-Constable graph (Fig. 7).
Fig. 8. Graph of the initial reaction rate according to the initial fructose concentra-
tion.
Note: Tests carried out in batch with fructose feed, DMSO, and SGC650H Resin as a
catalyst.
Among the several probable causes for the compensation effect,
we can mention the reaction rates on the catalyst surfaces or active
sites varying in a different way since the mechanism involves the
formation of intermediates; variation of the reagent’s concentra-
tion, which is not the same as fed; the existence of parallel reactions
so that the same reaction occurs at different sites of the catalyst, or
between different sites of the same molecule [24–26].
The results for the activation energy obtained in this study are
similar to those obtained by Lee & Wu (67.5 and 80.05 kJ/mol)
with sulfonic ionic liquid functionalized mesoporous silica [31].
However, they were smaller than the ones obtained by Moreau
et al. [27,28], which is 141 kJ/mol for the reaction catalyzed by
H-mordenite zeolite in the biphasic solvent water-MIBK, and 143
occurrence of the compensation effect (KCE) showed previously
could indicate the existence of parallel processes which would
hamper the development of a representative kinetic model for the
reaction mechanism.
Studies using RMN [14,29], revealed not only the existence of
intermediates in the HMF formation reaction from fructose using
DMSO as a solvent but also showed the presence of five isomeric
species of fructose. The quantity of them varies according to the
temperature, and include an open chain form, ␣ and  pyranoses,
␣ and  furanoses. Among the later, -d-fructofuranose shows
the higher concentration in reaction media. More recently, some
insights over the role of DMSO in fructose dehydration in the pres-
ence of Brönsted acid arise from new findings based on theoretical
calculations [35]. Besides the tautomeric forms of fructose, DMSO
molecules also could be protonated and has activity in the first
and third dehydration steps [35]. This way, it is possible that both
phenomena are responsible for the KCE observed. Therefore, a rep-
resentative model may take into account the balance between the
reactivity of different isomers of fructose and the role played by
the catalyst and DMSO as co-catalyst in the different steps of the
reaction.
+
−
ꢀ
kJ/mol for the ionic liquid HMIM Cl and ln(k0 ) = 39. The appar-
ent activation energy of the order of 53 kJ/mol was reported using
mesoporous zirconium phosphate catalysts in DMSO, presenting
higher reaction rates at a specific temperature [21]. As the data in
these study presents a compensation effect (KCE), any comparison
of the parameters obtained from catalysts used in different sys-
tems is impaired. Moreover both Arrhenius parameters are needed
for comparisons among different studies.
ꢀ
The Ea and ln(k0 ) data presented by Moureu et al. [28] are also
aligned in the Cremer-Constable Diagram with the data obtained
in this study, which may indicate a possible similarity regarding
reaction mechanisms. One possible explanation for this similarity
would be the reactivity difference among isomeric species of fruc-
tose which vary with temperature [14] and may vary with fructose
concentration.
4. Conclusion
The use of fructose as a reagent, SGC650H (gel-type strongly
3
.5. LHHW kinetic model
acidic resin) as catalyst and DMSO as solvent allowed for the obtain-
ing of high HMF selectivity and yield. It was observed that the
behavior of the fructose dehydration reaction for the formation
of HMF is favored by increase in temperature, reduction in feed
substrate concentrations and when a continuous reactor (PBR) was
used instead of a batch reactor (BTR).
The data from the experiments with the BTR obtained through
the integral method allowed us to plot the initial reaction rate
graph according to the reagent’s initial concentration (Fig. 8). From
the graph, it was possible to conclude that the desorption of the
product is not the limiting stage, as it did not present independent
CF0 profiles; however, it could not be deduced if the adsorption or
the reaction on the surface was the rate-limiting step, and there-
fore both hypotheses were tested. Evaluating several models using
both hypotheses, we noticed that the Van’t Hoff graphs obtained
incoherent signals for angular coefficients, allowing us to conclude
that no model used was correct. For this reason, it was concluded
that the mechanism of the fructose dehydration reaction is much
complicated.
A more detailed study should be carried out in the future to
obtain a rate law which applies to any temperature condition and
substrate concentration.The mechanisms proposed in the litera-
ture [14,29,30] showed that the reaction occurs with the formation
of intermediates so that the rate law might be obtained by using
the pseudo-stationary state phase approach (HEPE). However, the
The reaction’s rate constants obtained through the integral
method for the continuous packed bed reactor (PBR) were higher
than the ones for the batch reactor (BTR). This fact can partially be
explained by the calculation method applied, which determines the
rate constant at the reaction’s initial stage. Although it was possi-
ble to obtain important conclusions from the BTR results, the PBR
reactor proved to be more adequate for the kinetic study of hetero-
geneous catalysts for this system. Since the time needed to reach a
given conversion is shorter in the PBR than in the BTR, less inter-
ference of series or parallel homogeneous reactions is expected.
The Arrhenius parameters calculated for different concentra-
tions of fructose presented a characteristic variation known as
that the pseudo-first-order pseudo-homogeneous kinetic model
®
Please cite this article in press as: J. Tacacima, et al., Synthesis of HMF from fructose using Purolite strong acid catalyst: Comparison