Milán
Szőri
a,
Binod Raj
Giri
*b,
Zhandong
Wang
b,
Alaaeldin E.
Dawood
b,
Béla
Viskolcz
a and
Aamir
Farooq
*b
aInstitute of Chemistry, Faculty of Materials Science and Engineering, University of Miskolc, Egyetemváros A/4., H-3515 Miskolc, Hungary
bKing Abdullah University of Science and Technology (KAUST), Clean Combustion Research Center, Physical Sciences and Engineering Division, Thuwal 23955-6900, Saudi Arabia. E-mail: Binod.Giri@kaust.edu.sa; Aamir.Farooq@kaust.edu.sa
First published on 6th June 2018
Policy-makers and researchers have been considering a shift from conventional fossil fuels to renewable sources due to the growing concerns over global warming and diminishing oil reserves. Biodiesel, a renewable bio-driven fuel, can be derived from vegetable oils and animal fats, and is considered to be bio-degradable, non-toxic and environmentally friendly. The cetane number and calorific power of biodiesel are quite similar to those of conventional diesel. Crude glycerol of about 10–20% by volume appears as a byproduct in biodiesel production. The increasing demand for biodiesel has led to a substantial increase of glycerol supply in the global market and a dramatic fall in the price of glycerol which has warranted alternative uses of glycerol. One potential way to deal with the crude glycerol overflow is to convert it to glycerol carbonate (GC) and use GC as a fuel or fuel additive. Prior studies have indicated that carbonate esters can significantly reduce particulate emissions during engine combustion. In this work, we have explored possible reaction pathways in the initial stage of glycerol carbonate pyrolysis. Ab initio/RRKM-master equation methods are employed to differentiate various reaction pathways and to obtain the pressure- and temperature-dependence of the major channels. We have found that glycerol carbonate decomposes almost exclusively to produce CO2 and 3-hydroxypropanal over 800–2000 K and radical forming channels are unimportant. As 3-hydroxypropanal is one of the main products of GC decomposition, and aldehydes are known to have a very high impact on soot reduction, we conclude that GC has great potential for cleaner combustion as a fuel additive.
One feasible way to deal with the crude glycerol overflow is its direct use as a fuel or fuel additive. However, the high viscosity (1487 mPa s at 293 K), high melting point (mp = 18.7 °C) and high auto-ignition temperature (370 °C) of glycerol have limited its application as a fuel or additive, and also the presence of mineral salts causes corrosion in engines.6 Instead, conversion of glycerol into value-added chemicals has received much attention.7–10 One promising process is the conversion of glycerol into glycerol carbonate (GC) with a relatively high yield. For example, Ochoa-Gómez et al.11,12 investigated the synthesis of glycerol carbonate from transesterification of glycerol and dimethyl carbonate. They achieved ∼100% conversion and 95% yield in 90 min at a temperature of 95 °C.12 Very recently, Khandey et al.9 reported a transesterification pathway to convert glycerol into glycerol carbonate by using lithium-oil palm ash zeolite (Li-OPAZ) as a catalyst. They were able to achieve a very high yield of ∼98.1% of glycerol carbonate with 100% glycerol conversion in 90 min under the optimal conditions of 343 K, a dimethyl carbonate to glycerol molar ratio of 2, and a catalyst loading of 2% by weight. There are other chemical routes for the synthesis of glycerol carbonate by utilizing CO2, and some of them look very promising for application in the industrial scale.10 Glycerol carbonate is water-soluble, nontoxic, and viscous (85.4 mPa s at 298 K), and has a melting point (mp) of −69 °C), an auto-ignition temperature of 404 °C, and a high oxygen content (59% of oxygen by weight and an O:
C ratio of 1). Moreover, it is renewable11 and can be a good candidate to sequester CO2 as a chemical feedstock for a sustainable future. Previous studies on carbonate esters13,14 have shown that such oxygenated fuels can significantly reduce unburnt hydrocarbons, CO and particulate matter emissions. However, the effectiveness of oxygenated fuel additives depends on the structure/size of the additive molecule, and a key controlling factor is the oxygen content of the molecule.15,16 The properties of glycerol carbonate, therefore, make it a very promising fuel additive for clean combustion by ensuring the sustainability of future internal combustion engines.
However, efficient utilization of glycerol carbonate (GC) as a biofuel or fuel additive requires detailed understanding of the kinetic behavior of GC to accurately predict combustion behavior and emissions. To the best of our knowledge, there are no data available in the literature describing the combustion/pyrolysis kinetics of GC, even though one can speculate that glycerol carbonate may decompose via C–C and C–O bond scissions as seen in cyclic compounds (e.g., cyclopentane,17 cyclohexane,17,18 methylcyclohexane,19 pyrrolidine,20 tetrahydrofuran21 and 1,4-dioxane22). The resulting radicals may further react to produce a wide spectrum of oxygenated compounds. Besides radical forming pathways, molecular channels eliminating H2, H2O, CO, CO2, and CH2O are also feasible (see Fig. 1S of the ESI for the reaction scheme†). These oxygenated intermediates and/or products of glycerol carbonate decomposition may effectively alter the low-temperature chemistry and may help achieve cleaner burning. This work aims to explore various possible reactions of glycerol carbonate, particularly the initial steps of pyrolysis, and to rationalize the pressure- and temperature-dependence of the rate coefficients using high level ab initio/RRKM-master equation calculations.
The reliability of the calculated rate coefficients depends strongly upon the accuracy of the energy barriers. Therefore, the energetics of glycerol carbonate decomposition were refined by performing single-point coupled-cluster calculations with single and double excitations32–34 including the perturbative treatment of triple excitations (CCSD(T)).35 As done in our previous studies,36–38 a two-point extrapolation scheme of Helgaker39 was employed to obtain CCSD(T) energies at the complete basis set limit (CBS) by using cc-pVXZ (X = D,T,Q)30,40 basis sets. This extrapolation scheme allows a high level energetic description of the reaction of glycerol carbonate. Here, the Hartree–Fock limit (E∞HF) was obtained by applying the Feller three-point exponential extrapolation41 according to EHF(X) = E∞HF + bexp(−cX) using cc-pVXZ (X = D,T,Q,5,6) basis sets.42,43 This method culminates into three Hartree–Fock energies at the infinite basis set limit (E∞HF) viz. HF/cc-pV(D,T,Q)Z, HF/cc-pV(T,Q,5)Z and HF/cc-pV(Q,5,6)Z. As for the correlation energy, a two-point extrapolation of the form Ecorr (X) = E∞corr + b′X−3 was used, where X was either 2 and 3 or 3 and 4 for cc-pV(D,T)Z and cc-pV(T,Q)Z basis sets, respectively. Finally, CCSD(T) energies at the infinite basis set limit, i.e., CCSD(T)/cc-pV(D,T)Z or CCSD(T)/cc-pV(T,Q)Z, were obtained by adding E∞HF and E∞corr together. The frozen core approximation was applied for all CCSD(T) calculations. To assess the contribution of higher excitations, T1 diagnostics44 were computed. The largest T1 diagnostic value was 0.0223 for one of the transition states (TS1b, see Fig. 3 below) at the CCSD(T)/cc-pVQZ level of theory. This value of T1 may reveal the importance of non-dynamical electron correlation effects.44 For all other species, the T1 diagnostic values suggest that the single reference methods applied here are adequate for an accurate energetic description of the reactions of glycerol carbonate. All electronic structure calculations were performed by using the Gaussian 09 program package.45
![]() | (1) |
![]() | (2) |
Eqn (1) can be written in a matrix form as given by eqn (3) by replacing continuous functions with vectors. To do so, the energy axis is divided into a large number of small energy “bins” or “energy grains” of the size δE to construct an energy-grained master equation.
![]() | (3) |
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Fig. 3 Zero-point corrected CCSD(T)/cc-pV(T,Q)Z//MP2-ccpVTZ energy profile for major channels of glycerol carbonate decomposition. G4 energies are also provided in parentheses for comparison. |
Other molecular channels, such as elimination of H2 and CH2O, lie at energetically very high levels (E0 ≥ 400 kJ mol−1), and these proceed via tight transition states. So, these channels are also kinetically irrelevant. Consequently, GC primarily decomposes via the following three major energetically low-lying channels (see Fig. 2).
Both reactions, R1a and R1b, eliminate CO2 to produce 3-hydroxypropanal and glycidol, respectively. However, the two mechanisms are quite different. As can be seen in Fig. 3, reaction R1a occurs via TS1a by overcoming an energy barrier of 269.8 kJ mol−1 and 277.0 kJ mol−1 at the G4 and CCSD(T)/cc-pV(T,Q)Z/MP2/cc-pVTZ levels of theory, respectively. TS1a is formed by stretching of the C–O (rC–O = 1.984 Å) and O–C (rO–C = 2.154 Å) bonds from their respective values (rC–O = 1.354 Å and rO–C = 1.435 Å) in the reactant molecule, and by the simultaneous transfer of an H-atom. This reaction is the exothermic process (Δr,0 KH0 = −37.7 and −34 kJ mol−1 at the G4 and CCSD(T)/cc-pV(T,Q)Z/MP2/cc-pVTZ levels of theory, respectively). In contrast, reaction R1b is endothermic, and unlike R1a, it retains the ring structure in the product after eliminating CO2. Reaction R1b occurs via transition state TS1b which lies ∼36 kJ mol−1 higher in energy than TS1a, and it does not involve an intramolecular H-transfer. However, in both transition states, the C–O bonds being broken are elongated to about 2 Å to eventually release CO2; whereas the O-atom forming the C–O bond (rC–O = 1.19 Å) in the CO2 moiety is found to be close to the final value of rC–O = 1.169 Å. We note here that the geometrical parameters of the transition states obtained at the MP2/cc-pVTZ and B3LYP/6-31G(2df,p) levels of theory show little method dependence. Not surprisingly, the calculated values of the barrier heights are found to be relatively low, which indicates the concerted nature of these reactions. Reaction R2 proceeds via a four-center transition state, TS2, by retaining the ring structure of the parent molecule to produce 4-methylene-1,3-dioxolan-2-one and H2O. This reaction is also concerted in nature and occurs by overcoming an energy barrier of 304.5 kJ mol−1. TS2 is found to be similar in structure to that observed by Kiecherer et al.57 at the MP2(FC)/cc-pVQZ level of theory for H2O elimination in ethanol.
For the major channels (R1a, R1b and R2), the G4 values were further refined at the CCSD(T)/CBS level of theory using the extrapolation methods explained earlier. The results are provided in Fig. 3 and Table 1 for comparison. The G4 method under-predicts the TS energies by ∼7 kJ mol−1 for CO2 elimination, whereas both methods predict the same barrier height for the H2O elimination pathway. Table 1 further compares the standard enthalpy of reaction (Δr,298.15 KH0) obtained at various levels of theory. The different extrapolation schemes, namely Model 1, Model 2 and the Reference Model, predict very similar values for the standard enthalpy of reactions. The deviation given in parentheses is negligibly small with the largest deviation being 1.3 kJ mol−1. Again, the G4 values for the standard enthalpy of reactions were found to be smaller than the values obtained using the Reference Model, HF/cc-pV(Q,5,6)Z + CCSD(T)/cc-pV(T,Q)Z. The energetics obtained with the Reference Model were used for RRKM/master equation calculations, and the highly accurate standard enthalpies of formation for the stable species at 0 K and 298.15 K were estimated using the atomization scheme. The essential highly accurate atomization enthalpies were obtained from Ruscic's Active Thermochemical Tables (ATcT).58
Δr,298 KH0 kJ mol−1 | G4 | Model 1 | Model 2 | Reference Model | |||
---|---|---|---|---|---|---|---|
CCSD(T)/cc-pV(D,T)Z | CCSD(T)/cc-pV(T,Q)Z | CCSD(T)/cc-pV(T,Q)Z | |||||
HF/cc-pV(D,T,Q)Z | HF/cc-pV(T,Q,5)Z | HF/cc-pV(Q,5,6)Z | |||||
R1a | −32.5 | (−3.7) | −30.1 | (−1.3) | −28.4 | (0.3) | −28.8 |
R1b | 63.1 | (−5.0) | 66.9 | (−1.2) | 68.3 | (0.1) | 68.1 |
R2 | 36.9 | (−0.6) | 38.3 | (0.8) | 37.1 | (−0.4) | 37.5 |
Reaction enthalpies are usually less dependent on the basis set, but the standard enthalpies of formation obtained with the atomization scheme are more sensitive to the basis set used. We assessed this dependency by computing single point energies at the HF and CCSD(T) level of theory using various sizes of basis sets in the extrapolation schemes. We found that the HF/cc-pV(Q,5,6)Z energy values are 4.3 kJ mol−1 lower than the extrapolated values obtained using the cc-pV(T,Q,5)Z basis set. Further comparison with HF/cc-pV6Z energies revealed that HF/cc-pV(Q,5,6)Z values are less by 0.3 kJ mol−1. This clearly suggests that the final HF energies are not prone to any basis set dependency.
Based on the reference level of theory (HF/cc-pV(Q,5,6)Z + CCSD(T)/cc-pV(T,Q)Z//MP2/cc-pVTZ), standard enthalpies of formation were computed using the atomization scheme. Table 2 compiles and compares (wherever possible) the standard enthalpies of formation (ΔfH0) for glycerol carbonate and its decomposition products at 0 and 298.15 K. As can be seen, our computed value of Δf,298.15 KH0 = −702.9 kJ mol−1 for GC agrees very well with the value (−704.1 kJ mol−1) reported by Ezhova et al.59 who used Benson's group contribution method. As for glycidol (P1b), our value of Δf,298.15 KH0 = −246.1 kJ mol−1 matches excellently with that reported in Burcat's database60 (Δf,298.15 KH0 = −239.6 ± 8 kJ mol−1). However, the value reported by Vasiliu61 using the G3MP2 level of theory shows a larger deviation of 12.2 kJ mol−1. The origin of this discrepancy might be the inappropriately chosen conformer of glycidol (missing the intramolecular hydrogen bond between the OH group and O atom of oxirane). Vasiliu61 also reported a value for the standard enthalpy of formation of 3-hydroxypropanal (P1a) (Δf,298.15 KH0 = −327.6 kJ mol−1), but this value appears to be for prop-2-en-1-ol. We confirmed this by checking the reported structure in the ESI of ref. 61. To the best of our knowledge, no other experimental and/or theoretical values for the standard enthalpy of formation of 3-hydroxypropanal (P1a) and 4-methylene-1,3-dioxolan-2-one (P2) are available in the literature for comparison. Tables S1 and S2 (ESI†) further compile the thermodynamic properties of the species (GC, P1a, P1b and P2) in JANAF and NASA formats. Based on the calculated standard enthalpy of formation, the lower heating value (LHV) of glycerol carbonate is found to be 13.5 MJ kg−1, which is comparable to that of dimethyl carbonate (LHV = 15.8 MJ kg−1).14
S. No. | P (atm) | log(A) | n | E |
---|---|---|---|---|
(a) Rate parameters for reaction R1a: GC → P1a + CO 2 | ||||
1.1 | 0.01 | 75.73 | −18.05 | 421![]() |
2.2 | 0.1 | 59.46 | −13.15 | 391![]() |
3.3 | 1 | 39.95 | −7.40 | 347![]() |
4.3 | 10 | 23.59 | −2.64 | 308![]() |
5.6 | 100 | 14.75 | −0.075 | 286![]() |
6.7 | ∞ | 14.53 | 0 | 286![]() |
![]() |
||||
(b) Rate parameters for reaction R1b: GC → P1b + CO 2 | ||||
1.1 | 0.01 | 88.82 | −20.55 | 468![]() |
2.2 | 0.1 | 69.32 | −16.05 | 446![]() |
3.3 | 1 | 48.53 | −9.87 | 402![]() |
4.3 | 10 | 28.91 | −4.14 | 356![]() |
5.6 | 100 | 17.30 | −0.77 | 328![]() |
6.7 | ∞ | 14.61 | 0 | 322![]() |
![]() |
||||
(c) Rate parameters for reaction R2: GC → P2 + H 2 O | ||||
1.1 | 0.01 | 76.93 | −18.77 | 439![]() |
2.2 | 0.1 | 61.03 | −13.92 | 411![]() |
3.3 | 1 | 40.23 | −7.77 | 366![]() |
4.3 | 10 | 21.61 | −2.33 | 322![]() |
5.6 | 100 | 10.94 | −0.76 | 296![]() |
6.7 | ∞ | 13.68 | 0 | 305![]() |
Among the three decomposition channels, reaction R1a is the most favored one contributing more than 85% in the entire temperature range (800–2000 K). This favoritism for the reaction can be attributed to the low value of the threshold energy (ΔE0 = 277.0 kJ mol−1) and also to an entropic gain (Δ298.15 KS≠ = 47.6 J mol−1 K−1). Though R1b has a higher energy barrier than R2 (see Fig. 3), R1b is found to be faster than R2 which again can be explained from entropic insight. R1b is accompanied by an entropic gain (Δ298.15 KS≠ = 60.4 J mol−1 K−1), whereas R2 occurs via a loss in entropy (Δ298.15 KS≠ = −5.3 J mol−1 K−1) due to cyclization in the transition state structure. Transition state TS2 is tight as indicated by its imaginary frequency (ν = 1481.7i). Consequently, R2 contributes less than 4% over 800–2000 K, i.e., CO2 elimination makes the most contribution (≥96%) for GC decomposition over the entire temperature range of this study.
Similar to alkyl or aryl carbonates,62–64 GC also decomposes by utilizing two of its oxygen atoms to sequester just one carbon atom forming CO2. Such oxygenates which dispense fuel-borne oxygen to form CO2 as opposed to CO have lesser propensity for soot reduction. For instance, alkyl or aryl carbonates having β-hydrogens decompose at appreciably low temperature via a low energy barrier of ≤200 kJ mol−1 (ref. 62) to produce olefin, CO2 and alcohol, and their use as fuel additives has been found to be not more effective than alcohols for improving the threshold sooting index (TSI).15 Hence, oxygenated fuel additives such as diethyl carbonate (DEC) do not have a substantial effect in improving the sooting tendency. On the other hand, glycerol carbonate can potentially have higher propensity to reduce soot due to its decomposition to 3-hydroxypropanal and CO2 exclusively. Despite the fact that two oxygen atoms in glycerol carbonate are wasted as CO2, aldehydes, such as 3-hydroxypropanal, are reported to have the greatest impact in improving the TSI.15 The other reason is that the decomposition of alkyl and aryl carbonates is found to be almost three order of magnitude faster than that of GC below 1000 K. Consequently, even in a low temperature oxidative environment (fuel/air mixtures), their unimolecular decomposition to produce alcohol, olefin and CO2 still remains the predominant consumption pathway (see ref. 65 for DEC low temperature oxidation). Therefore, the ignition behavior of such fuels is pretty much governed by their decomposition products. Unlike other carbonates, glycerol carbonate is less reactive and can withstand higher temperatures (t1/2 = 1.8 s at 1000 K). Because of its thermal stability, the reaction pathways for this molecule may drift towards abstraction reactions as opposed to molecular elimination reactions during low temperature oxidation. This expected drift in the reaction mechanism for GC will possibly lead to a wide array of oxygenated intermediates that may have a substantial impact on soot reduction. Therefore, glycerol carbonate appears to be more suitable compared to other oxygenated molecules for use as a fuel additive to reduce soot emissions.
Footnote |
† Electronic supplementary information (ESI) available. See DOI: 10.1039/c8se00207j |
This journal is © The Royal Society of Chemistry 2018 |