T.
Dallas Swift
a,
Hannah
Nguyen
a,
Andrzej
Anderko
b,
Vladimiros
Nikolakis
*a and
Dionisios G.
Vlachos
*a
aDepartment of Chemical and Biomolecular Engineering, Catalysis Center for Energy Innovation, University of Delaware, 221 Academy Street, Newark, DE 19176, USA. E-mail: vlad@udel.edu; vlachos@udel.edu
bOLI Systems Inc., 240 Cedar Knolls Road, Suite 301, Cedar Knolls, NJ 07927, USA
First published on 27th July 2015
A kinetic model for the tandem conversion of glucose to 5-hydroxymethylfurfural (HMF) through fructose in aqueous CrCl3–HCl solution was developed by analyzing experimental data. We show that the coupling of Lewis and Brønsted acids in a single pot overcomes equilibrium limitations of the glucose–fructose isomerization leading to high glucose conversions and identify conditions that maximize HMF yield. Adjusting the HCl/CrCl3 concentration has a more pronounced effect on HMF yield at constant glucose conversion than that of temperature or CrCl3 concentration. This is attributed to the interactions between HCl and CrCl3 speciation in solution that leads to HMF yield being maximized at moderate HCl concentrations for each CrCl3 concentration. This volcano-like behavior is accompanied with a change in the rate-limiting step from fructose dehydration to glucose isomerization as the concentration of the Brønsted acid increases. The maximum HMF yield in a single aqueous phase is only modest and appears independent of catalysts’ concentrations as long as they are appropriately balanced. However, it can be further maximized in a biphasic system. Our findings are consistent with recent studies in other tandem reactions catalyzed by different catalysts.
Unlike fructose, the Brønsted acid-catalyzed dehydration of glucose to HMF is slow.8,9 It is then common to first isomerize glucose to fructose. This isomerization employs the largest industrial use of immobilized enzymes; over 10 million tons of glucose isomerase are produced annually for glucose to fructose isomerization.10 Furthermore, it is an equilibrium-limited reaction, with an equilibrium constant of approximately unity11 which unfortunately limits glucose conversion. To get around this limitation, Simeonov and coworkers have combined enzymatic isomerization of glucose to fructose in a first reactor with Brønsted acid catalyzed fructose dehydration to HMF in a second reactor12 where fructose dehydrates to HMF and HMF is extracted to an organic phase, while the glucose is recycled to the isomerization reactor. This two-pot approach employs high glucose recycle to reach complete conversion and the operating range of the isomerization reactor is constrained from the sensitivity of the enzyme.
Lewis acids have been shown to be active for glucose–fructose isomerization,13 and can also tolerate Brønsted acidity and high temperature, thus providing a promising alternative for the production of HMF from glucose in a single-pot.14,15 The Davis group obtained HMF yields in excess of 50% in a one-pot reactor containing Lewis acidic Sn-Beta and HCl.15 Following Davis’ group pioneering work, many other tandem Lewis/Brønsted acid catalysts were investigated,16 including aluminosilicate zeolites,17 activated carbons,18 and homogeneous metal chlorides,19 such as CrCl314,20–23 and AlCl3.24 For the homogeneous Lewis acid CrCl3/Brønsted acid HCl single pot catalysis, we revealed rather complex and unexpected interactions that render understanding experimentally challenging.14
The aim of the present work is to further understand the interactions of coupled Lewis and Brønsted acids in tandem reactions and specifically how to optimize the yield and rate of HMF. At the fundamental level, we are interested in understanding the kinetic regimes of tandem reactions catalyzed by different catalysts as these are commonplace in biomass processing. Toward this goal, we perform select experiments and develop the first skeleton model of coupled dual catalysts to acquire insights.
Experiment | Temperature (°C) | Substrate (wt%) | Catalyst | Ref. | Used for parameter estimation |
---|---|---|---|---|---|
a Biphasic reactor used (20 wt% NaCl in aqueous phase + 2![]() ![]() ![]() ![]() |
|||||
1 | 110 | Mannose (5) | 5 mM CrCl3 | Yes | |
2 | 130 | Mannose (5) | 5 mM CrCl3 | Yes | |
3 | 110 | Fructose (5) | 5 mM CrCl3 | Yes | |
4 | 130 | Fructose (5) | 5 mM CrCl3 | Yes | |
5 | 110 | HMF (5) | 5 mM CrCl3 | Yes | |
6 | 130 | HMF (5) | 5 mM CrCl3 | Yes | |
7 | 110 | Mannose (5) | 45 mM HCl | Yes | |
8 | 130 | Mannose (5) | 45 mM HCl | Yes | |
9 | 130 | Glucose (5) | 5 mM CrCl3 | Yes | |
10 | 130 | Glucose (5) + HMF (1.5) | 5 mM CrCl3 | Yes | |
11 | 140 | Fructose (10) | 17 mM CrCl3 | 14 | Yes |
12 | 150 | Glucose (10) | 17 mM CrCl3 | 14 | Yes |
13 | 140 | Glucose (10) | 17 mM CrCl3 | 14 | Yes |
14 | 130 | Glucose (10) | 17 mM CrCl3 | 14 | Yes |
15 | 140 | Glucose (10) | 17 mM CrCl3 + 0.1 M HCl | 14 | Yes |
16 | 140 | Fructose (10) | 17 mM CrCl3 + 0.1 M HCl | 14 | Yes |
17 | 130 | Glucose (1) | 2 mM CrCl3 | No | |
18 | 150 | Glucose (1) | 2 mM CrCl3 | No | |
19 | 130 | Glucose (5) | 5 mM CrCl3 + 5 mM HCl | No | |
20 | 130 | Glucose (5) | 5 mM CrCl3 + 10 mM HCl | No | |
21 | 130 | Glucose (5) | 5 mM CrCl3 + 34 mM HCl | No | |
22 | 130 | Glucose (5) | 5 mM CrCl3 + 120 mM HCl | No | |
23 | 140 | Glucose (10) | 8.5 mM CrCl3 | 14 | No |
24 | 140 | Glucose (10) | 25 mM CrCl3 | 14 | No |
25 | 130 | Glucose (5) | 5 mM CrCl3 + 0.01 M HCl | No | |
26 | 130 | Glucose (5) | 5 mM CrCl3 + 0.1 M HCl | No | |
27 | 140 | Glucose (10)a | 17 mM CrCl3 + 0.1 M HCl | 14 | No |
Post reaction solutions, which contained brownish particles, were filtered with a 0.2 μm membrane nylon filter (Thermo Scientific) before being analyzed with high-performance liquid chromatography (HPLC – from Waters Alliance Instruments). Sugar compounds were detected by two Biorad HPX 87C columns in series heated to 75 °C, and HPLC grade water flowing at 0.5 mL min−1 was the mobile phase. Glucose, mannose and fructose eluted at 25, 29.5, and 32.7 minutes respectively. HMF, levulinic acid, and formic acid were detected by a Biorad HPX 87H column heated to 50 °C and 0.005 M sulfuric acid flowing at 0.5 mL min−1 was the mobile phase. HMF, levulinic acid, and formic acid eluted at 17, 19.6 and 38.3 minutes respectively. In the HPLC chromatograms, besides peak signals of glucose, fructose, mannose, HMF, levulinic acid and formic acid, other peaks were also observed indicating the formation of other soluble by-products. Most of these extra peak signals were only observed when reactants were sugars instead of HMF. Therefore, we believe that these by-products form via side reactions involving sugars or intermediates of them. In addition, since the area of these peaks was very small (less than 1% of the total HPLC area), quantification of these by-products was neglected in the reaction kinetic modelling study (no significant fractions of 5,5′-oxy(bismethylene)-2-furaldehyde were formed, consistent with the reaction being carried in water solvent).25 Reactant conversion and yields of identified products were calculated as follows:
A significant amount of carbon loss was accounted for by the formation of insoluble polymeric materials during the reaction, which were filtered out before the HPLC analysis. They are generally referred to as humins, formed from polymerization reactions of hexoses and HMF on either Brønsted acid or Lewis acid centers. The mechanism of humins formation as well as their structure have not yet been well determined and are subject to debate.7 For our purposes, the humins’ yield was estimated from the carbon balance of quantified products; thus it also accounts for the non-identified soluble products.
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Scheme 1 Reaction network for tandem reaction of glucose conversion to HMF by CrCl3 and HCl in aqueous phase. |
Reaction | Catalyst | Rate expression | Activation energy, kJ mol−1 | ln(k403 K/min−1 M−1) | log10(A0/min−1 M−1) | Ref. |
---|---|---|---|---|---|---|
a Reverse reactions modeled based on literature equilibrium constants.11,30 b Reference temperature of 381 K used for these parameters.27 c Units of A0 expressed in min−1. d Units of A0 expressed in M−n min−1, where n is the exponent associated with CH+. | ||||||
Glucose → fructose | CrCl3 | k i a L C Glu | 100 ± 5 | −4.62 ± 0.03 | 11.0 | |
Fructose → mannose | CrCl3 | k i a L C Fru | 91 ± 2 | −5.44 ± 0.03 | 9.4 | |
Mannose → glucose | CrCl3 | k i a L C Man | 80 ± 11 | −6.08 ± 0.03 | 7.7 | |
Fructose → humins | CrCl3 | k i a L C Fru | 114 ± 6 | −5.33 ± 0.03 | 9.5 | |
Mannose → humins | CrCl3 | k i a L C Man | 68 ± 7 | −5.43 ± 0.11 | 6.4 | |
Glucose → humins | CrCl3 | k i a L C Glu | 71 ± 19 | −6.60 ± 0.10 | 6.4 | |
HMF → humins | CrCl3 | k i a L C HMF | 56 ± 9 | −6.73 ± 0.11 | 4.2 | |
Mannose → HMF | HCl | k i C H + C Man | 175 ± 3 | −4.98 ± 0.02 | 20.5 | |
Mannose → humins | HCl | k i C H + C Man | 58 ± 12 | −4.45 ± 0.13 | 5.6 | |
Fructose → HMF | HCl |
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127 ± 2 | 1.44 ± 0.04b | 18.1c | 26, 27 |
Fructose → humins | HCl | k i C H + C Fru | 133 ± 7 | −4.22 ± 0.16b | 16.4 | 26, 27 |
HMF → FA/LA | HCl | k i C H + C HMF | 97 ± 1 | −3.25 ± 0.02b | 11.9 | 26, 27 |
HMF → humins | HCl | k i C H + C HMF | 64 ± 8 | −5.14 ± 0.21b | 6.6 | 26, 27 |
Fructose → FA/humins | HCl | k i C H + C Fru | 129 ± 10 | −4.92 ± 0.19b | 15.5 | 26, 27 |
Glucose → HMF | HCl | k i(CH+)1.29CGlu | 160 ± 5 | 18.4 ± 1.0d | 28 | |
Glucose → humins | HCl | k i[0.29 + (CH+)2.76]CGlu | 51 ± 2 | 3.9 ± 0.5d | 28 |
A kinetic model for CrCl3-catalyzed reactions has not yet been published. Building on the mechanistic insights proposed for glucose isomerization in Sn-BEA by the Davis group29 and the reaction network of Rajabbeigi et al.,30 we propose a Lewis acid catalyzed reaction network shown by dashed lines in Scheme 1 (reactions 10–16). The parameters of the Lewis acid-catalyzed reaction rate laws are also given in Table 1. The speciation of CrCl3 in solution was calculated using the OLI Analyzer Studio version 9.2 (OLI Systems, 2012), which is based on the aqueous electrolyte model presented by Wang et al.31 and was also used in our previous work.14
Parameter estimation involves fitting the transient profiles of glucose, mannose, fructose, HMF, and LA using the fminunc minimization routine in Matlab R2013a. A similar procedure for parameter estimation was previously employed for fructose dehydration kinetics in HCl.26
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Fig. 1 Concentration profiles of 5 wt% mannose dehydration in aqueous HCl (45 mM, pH = 1.35) at 110 °C (a) and 130 °C (b) from experiments 7 and 8 in Table 1. Measurable compounds include mannose (circles), HMF (triangles), LA (diamonds), and FA (not shown). |
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Fig. 2 HMF conversion and carbon yield of products at (a) 110 °C and (b) 130 °C in the presence of 5 mM aqueous CrCl3. Data (points) from experiments 5 and 6 in Table 1. Lines represent model predictions. |
Cr(H2O)63+ + H2O ⇔ Cr(H2O)5OH2+ + H3O+ |
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Fig. 3 Representative concentration profiles starting with (a) 10 wt% glucose and (b) 10 wt% fructose in 17 mM CrCl3 at 140 °C taken from ref. 14 (experiments 11 and 13 in Table 1). Lines represent predicted concentration profiles. |
It is now well established that homogeneous Brønsted acids, such as HCl, decrease the reactivity of CrCl3 in glucose–fructose isomerization based on reversing the hydrolysis reaction (shown above).14,23 To explain this phenomenon, we proposed that the ionic species Cr(H2O)5OH2+ is the active species for the isomerization and the addition of HCl shifts the hydrolysis reaction reducing the concentration of the active centers.14 Consistent with the earlier results, Mushrif et al. showed that Cr(H2O)5OH2+ catalyzes glucose–fructose isomerization more effectively than Cr(H2O)63+ using first-principles molecular dynamics simulations.33,34 These findings are consistent with HCl reducing CrCl3 activity, since based on the speciation distribution of CrCl3·6H2O in aqueous solutions the Cr(H2O)5OH2+ ion is most abundant between pH 2–4 at 100 °C.35,36
In addition to the effect of Brønsted acids on the rate of Lewis acid-catalyzed sugar isomerization, Lewis acid catalysts also affect the rate of fructose dehydration and HMF degradation indirectly by promoting new paths leading to humins (Table 2). Aside from these negative couplings between Lewis and Brønsted acid catalysts, the one-pot reactor drives the equilibrium-limited glucose–fructose isomerization to high conversions via dehydrating fructose to HMF thus overcoming the otherwise very slow glucose dehydration to HMF via Brønsted acid-catalyzed chemistry alone. Given these tradeoffs, understanding the effect of interplay of the two catalysts on HMF yield and rate is important to determine the optimal catalyst concentrations.
In attempting to correlate the glucose consumption rate with the active species concentration over a wide pH range, we found that the change in Cr(H2O)5OH2+ concentration is significantly greater than the change in the reaction rate (not shown). Indeed, Choudhary et al. concluded that Cr(H2O)5OH2+ must be the active species based on kinetics measurements mainly without HCl (and a single experiment when 0.1 M HCl was added).14 The OLI speciation model relies on thermodynamic parameters determined in aqueous solution at higher pH.36–39 Formation of oligomers is expected at low pH that are not accounted for.40 To overcome these limitations, we employ an empirical representation for the activity of the catalytically active Lewis acid species:
![]() | (1) |
The concentrations of the species are determined using the OLI software. The exponent in eqn (1) was determined by regressing data of experiments 1–6 and 9–16 in Table 1. Fig. S2† shows the predicted value of aL for experiments 9 and 19–22 in Table 1. The functional form of aL captures well the change in apparent rate constant, considering experiments 19–22 were not used to determine the exponent in eqn (1).
Fig. 3b shows the concentration profiles when fructose is the substrate. The major product of this reaction is HMF, followed by LA and FA, formed from Brønsted acid-catalyzed dehydration whereas the glucose and mannose concentrations are low. The CrCl3-induced Brønsted acidity is therefore strong enough that the fructose dehydration is faster than the Lewis acid-isomerization to glucose.
The hexose sugars may follow two different isomerization paths catalyzed by Lewis acids. First glucose can convert to fructose and fructose to mannose via an intramolecular hydride transfer between C1 to C2.41,42 Glucose may also convert directly to mannose via the Bilik mechanism through a 1 and 2 intramolecular carbon shift.42,43Fig. 3 shows that fructose produces glucose and mannose in similar molar amounts after five minutes, indicating that both intramolecular hydride transfer pathways are active in solution. On the other hand, glucose produces fructose with much higher selectivity than mannose, indicating that intrahydride transfer dominates over Bilik reaction. This finding is consistent with prior work using Sn-BEA for glucose chemistry.43 Rajabbeigi et al. also found that glucose conversion to mannose is an order of magnitude slower than glucose–fructose isomerization and fructose–mannose isomerization.30 Glucose, fructose, and mannose may all also degrade to humins. Therefore, we can conclude that our data are in agreement and support the reaction network shown with dashed arrows in Scheme 1.
The activation energies of glucose–fructose and fructose–mannose isomerization are similar, which may be expected given that both reactions proceed via the same mechanism of 1,2 intramolecular hydride transfer. Our reported value is in excellent agreement with the first-principles predicted value of 104 kJ mol−1.33 In comparison to solid Lewis acid catalysts, Sn-BEA has a similar activation energy (95 kJ mol−1)30 whereas Ti-BEA has a higher value (155 kJ mol−1).13 The activation energy reported here for glucose–fructose isomerization differs from that reported by Choudhary et al.14 (64 kJ mol−1) because Table 2 includes the contribution of changing speciation equilibria with temperature and also considers a wider dataset.
When HCl is added to aqueous CrCl3 solution, Brønsted acid catalyzed reactions become more prevalent. It is therefore important to understand the relative rates of CrCl3- and HCl-catalyzed reactions, particularly how the rate of glucose isomerization compares to that of fructose dehydration. At 130 °C with 5 mM CrCl3, the apparent rate constant of glucose isomerization to fructose of 0.01 min−1 is higher than that of fructose dehydration to HMF of 0.0022 min−1 (estimated considering the predicted pH = 2.3 of CrCl3 solution) by fivefold.
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Fig. 4 (a) Glucose conversion as a function of time, and yield of (b) fructose and (c) HMF as a function of glucose conversion at 140 °C at three different CrCl3 concentrations. Data from experiments 23 and 24 in Table 1. |
Fig. 5 shows that the yields of fructose, HMF and humins do not vary with reaction temperature at the same glucose conversion. While the absolute rate of glucose conversion increases with increasing temperature over the range of 110–150 °C, the relative rates of isomerization and degradation reactions do not change consistent with the observation of Jia et al. at 90–130 °C.20 The temperature insensitivity of the yield suggests that the activation energies of the most important reactions have similar values. These important reactions include glucose–fructose isomerization, fructose dehydration to HMF, and humin-formation reactions. We determine the most important of these degradation reactions by examining the predicted sources of the humins (Fig. 6). Fig. 6 shows that most of the humins form from either fructose (>50% from Lewis acid-catalyzed reactions) or glucose (25–40% from Lewis acid-catalyzed reactions). These reactions have comparable activation energies (127 vs. 114 kJ mol−1), and thus, as the temperature changes, the rates of fructose degradation to humins and fructose dehydration to HMF vary proportionally. This rationalizes the temperature-insensitivity of fructose and HMF yield in CrCl3 as shown in Fig. 5 (see Fig. S5† for model predictions). These findings also agree with earlier work by Weingarten et al., who determined that increasing the number of Lewis acid sites increases the formation of humins from glucose,44 and highlight the importance of reducing the Lewis acid-catalyzed humin formation reactions of sugars, particularly of fructose.
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Fig. 5 (a) Fructose yield, (b) HMF yield, and (c) humin carbon yield at different temperatures vs. glucose conversion. Experiments 12–14 in Table 1. |
Taken together, these findings indicate that varying the concentration of CrCl3 or adjusting the temperature are not effective strategies for improving HMF yield from glucose, a key factor in improving the economic viability of this process.45 Therefore, below we evaluate the possibility of improving HMF yield by adding HCl to CrCl3 in aqueous solution.
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Fig. 7 Normalized sensitivity coefficient of HMF selectivity after 5 h to rate constants of each reaction at 130 °C with 5 mM CrCl3. |
Recently, Patet et al. explored para-xylene production from dimethylfuran and ethylene, a tandem reaction involving a homogeneous Diels–Alder cycloaddition followed by a Brønsted acid catalyzed dehydration.46 They observed a clear kinetic regime change upon increasing the amount of Brønsted acid catalyst. At low catalyst concentrations the rate increases with increasing catalyst concentration and eventually plateaus at high catalyst concentrations, accompanied with a change in the rate-limiting step from Brønsted-acid catalyzed to the uncatalyzed Diels–Alder reaction. Similar trends have been observed in forthcoming work studying glucose conversion to HMF using a bifunctional H-BEA catalyst.47 Like other tandem reactions, a change in kinetic regimes is observed herein as the HCl concentration increases (Fig. 8a), accompanied by a change in the rate-limiting step (Fig. 8b). When the HCl concentration is low Brønsted catalyzed dehydration is the rate limiting step. The opposite can be concluded in the case of solution with high HCl concetrations. The maximum of the HMF reaction rate instead of the plateau arises from the enhancement of the HMF degradation reactions at high Brønsted acid catalyst concentrations, while such degradation reactions in the case of para-xylene example were slow. These results show that one needs to balance the Lewis acid and Brønsted acid concentrations to optimize HMF yield and rate.
Given the nonlinear dependence of HMF yield on HCl concentration and in order to understand the interplay of the two catalysts, we performed parametric studies. Fig. 9 shows the maximum HMF yield and the corresponding time as a function of HCl concentration at fixed CrCl3 concentration (full profiles of conversion and yield for select HCl concentrations are given in Fig. S7†). When more CrCl3 is present, the optimal HMF yield occurs at higher HCl concentration but the maximum HMF yield itself does not change. Interestingly, a volcano relationship with an optimum HCl concentration for each CrCl3 concentration is observed, reflecting a change in the rate-limiting step from dehydration at low HCl concentrations to isomerization at high HCl concentrations (sensitivity analysis shown in Fig. 8b). As shown in Fig. 9a, HMF yield is maximized when HCl concentration is ∼0.02 M, where the NSC of isomerization and dehydration reactions are similar (Fig. 8b), indicating the desirability of balancing isomerization and dehydration. Generally, lower pH decreases processing time, so intermediate concentrations of HCl can both increase HMF yield and decrease the time it takes to reach that yield.
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Fig. 9 (a) Maximum HMF yield and (b) time to reach the maximum yield as a function of HCl concentration at different Lewis acid catalyst concentrations and temperatures. |
In order to assess the model prediction, we conducted additional experiments. Fig. 10 compares experimental data (symbols) and model predictions (lines) of glucose conversion and HMF yield as a function of time for three HCl concentrations. While the glucose conversion is not captured as well at long times, the HMF yield is predicted very well and underscores the non-monotonic dependence of HMF yield on HCl concentration. This is the first model-based prediction indicating that there are optimal catalyst concentrations.
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Fig. 10 Experimentally observed (symbols) and model predictions (lines) (a) glucose conversion and (b) HMF yield in aqueous CrCl3 + HCl at 5 wt% glucose and 130 °C with 5 mM CrCl3 for various HCl concentrations indicated. Experiments 25 and 26 in Table 1. |
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Fig. 11 Predicted and experimental glucose conversion, fructose yield, and HMF yield as a function of time in a biphasic reactor with 2![]() ![]() |
In agreement with our previous work,14 we show that Lewis acid metal salts interact with the homogeneous Brønsted acids in complex ways. Specifically, hydrolysis of the hydrated Cr3+ releases protons and drives endogenous Brønsted acid chemistry. Exogenous Brønsted acids retard the rate of isomerization due to changing the speciation (reducing the active species concentration) but at the same time increase the rate of fructose dehydration and HMF degradation. In turn, Lewis acid salts accelerate the rate of glucose conversion to fructose mainly via isomerization but also open up new channels, mainly Lewis-catalyzed humin formation from sugars (fructose > glucose > mannose) and to less extent from HMF, which reduce HMF yield. Finally, the coupling of Lewis and Brønsted acids in a single pot overcomes equilibrium limitations of the glucose–fructose isomerization leading to high glucose conversions. Model predictions and assessment experiments clearly show for the first time that the interplay of these complex interactions leads to HMF yield being maximized at moderate HCl concentrations for each CrCl3 concentration. This volcano-like behavior is accompanied with a change in the rate-limiting step from fructose dehydration to glucose isomerization as the concentration of the Brønsted acid increases. The maximum HMF yield in a single aqueous phase is only modest and appears independent of catalysts’ concentrations as long as they are appropriately balanced. Finally, experiments and modeling indicate significant increase in yield using a biphasic system. Fundamentally, as the concentration of the Brønsted acid increases, a change in kinetic regimes in the reaction rate of HMF production is predicted, consistent with recent studies in other tandem reactions catalyzed by different catalysts, underscoring that this is a generic behavior of cascade reactions.
Footnote |
† Electronic supplementary information (ESI) available. See DOI: 10.1039/c5gc01257k |
This journal is © The Royal Society of Chemistry 2015 |