3.1. Experimental Vaporisation Thermodynamics of Triglycerides
The original experimental vapour pressures of triglycerides at different temperatures measured using transpiration method are collected in
Table S1. The original experimental vapour pressures of triglycerides at different temperatures measured using QCM method are collected in
Table S2. The mass-loss rates of triglycerides at different temperatures measured using TGA method are collected in
Table S3. These results were used to derive the standard molar enthalpies of vaporisation
(
Tav) which are referenced to the average temperatures
Tav. These results are shown in
Table 1, column 4. For thermochemical calculations, the vaporisation enthalpies are used to adjust to the reference temperature
T = 298.15 K according to the Kirchhoff’s equation:
where the value
=
(g) −
(liq) is the difference between the molar heat capacities of the gaseous
(g) and the liquid phase
(liq), respectively. The required
-values are evaluated in
Section 3.2.
In this study, we carefully collected and evaluated the available experimental literature data on vapour pressures of triglycerides with linear alkyl chains (see
Table 1) and with branched alkyl chains (see
Table 2). Since in most studies the enthalpies of vaporisation were not adjusted to the reference temperature or the adjustment was performed in some other way, we treated the literature results with Equation (1) and calculated
-values for comparison and evaluation (see
Table 1 and
Table 2, column 5).
3.2. Adjustment of (T)-Values to the Reference Temperature 298.15 K
In general, the adjustment of the thermodynamic properties to the reference temperature
T = 298.15 K is important for the comparison and the development of the structure–property relationships. Admittedly [
3,
27,
28], the vaporisation enthalpies have mostly been reported by authors as referenced to the
Tav, and they have not often been adjusted to a different temperature apparently, due to the ambiguities with the
—values required in Equation (1). This ambiguity was resolved in systematic studies by Chickos and Acree [
5,
29] who proposed estimating heat capacity differences using the following empirical correlation:
which has been parameterized in general with the available data on the organic compounds of different classes. From our experience, the parameters of Equation (2) apply successfully to many classes of organic compounds successfully [
3,
27,
28]. However, in our recent study on linear aliphatic esters (where the
-values were derived from temperature dependences vapour pressures, see
Table S5), we have found that the original coefficients of Equation (2) provide significantly overestimated
-values [
3]. In this work we correlated experimental the
and the
-values for linear aliphatic esters (see
Table S5) and obtained the following empirical equation:
Both empirical coefficients are significantly lower than the original values from Chickos and Acree [
5,
29], but the high correlation coefficient
R2 is evidence for the robustness of the correlation according to Equation (3). Perhaps, the reason for the deviation of the empirical coefficients from those of the original values is that not too many long-chain species were included in the evaluation of Chickos and Acree [
5,
29]. It seems that for molecules with the monotonically growing alkyl chain, there are some peculiarities that should be taken into account. This observation should be validated with classes of organic compounds other than esters. However, since the triglycerides are most closely related to the long-chain esters, we decided to apply Equation (3) to estimate the
-values for this class as well.
Now, the molar heat capacities
(liq) of triglycerides are required to apply Equation (3) and calculate the desired
-values for the temperature adjustment of vaporisation enthalpies. The compilation of the
(liq)-values available in the literature is given in
Table 3.
As can be seen from
Table 3, the data available are very limited, so it makes sense to approximate the available data as a function of chain length and use interpolation and extrapolation to estimate the heat capacities required. For homologous series, a linear correlation of the
-values with chain length is usually expected. For example, a good quality correlation was found for the linear aliphatic esters (see
Table S6). To our surprise, the dependence of the heat capacity on the chain length for triglycerides is not linear and was approximated with the following polynomial:
This correlation was used to estimate the missing heat capacities of triglycerides (see
Table 3) and finally the heat capacity differences,
, for each triglyceride were calculated using Equation (3). The latter values and Equation (1) have enabled the uniform adjustment of our own and the literature data to the reference temperature
T = 298.15 K and these
(298.15 K) results are now available for comparison and evaluation (see
Table 1 and
Table 2, column 5).
3.3. Evaluation of (298.15 K)-Values of Triglycerides
A comparison of the (298.15 K)-values for the relatively short chained triglycerides TG 202020, TG 303030, and for TG 404040 demonstrates generally good agreement for each molecule. Unfortunately, only single experimental values are available for TG 505050 and TG 707070, which makes these results questionable without further validation. For TG 606060 the range of available experimental vaporization enthalpies from 106 to 131 kJ mol−1 makes it difficult to select a reliable value. The same ambiguity is for TG 808080, where the spread of the available experimental vaporization enthalpies ranges from 132 to 159 kJ mol−1.
As can be seen from
Table 2, the literature results of both TGA modifications (isothermal and non-isothermal) provide the higher and the lower values from this range of vaporisation enthalpies. In contrast to this, the results of the conventional static and transpiration method, as well as from the ITGA method carried out in this work are definitely close to the lower level of the values collected for TG 8
08
08
0. The same trend is also observed for TG 10
010
010
0 where the static method, transpiration, QCM, and our ITGA show fairly similar results. At the same time, the literature modifications of the TGA provide significantly higher values (see
Table 1). The wide spread of the literature TGA results can most likely be explained by the fact that this work [
18,
19,
20,
21,
22,
23] was published more than 20 years ago, when the development of this method for determining evaporation was still in its infancy. The process and the limits of the TGA method were not sufficiently known at the time. This statement is based on our extended investigation of the I-TGA method in relation to measurements with heavy volatile compounds [
9]. In this work, we develop structure-property correlations to determine the general level of experimental enthalpies of vaporization. These correlations were very helpful in establishing consistency in the enthalpy of vaporization data for the entire TG set. For this reason, we have chosen to avoid averaging the ‘experimental’ and ‘estimated’ results. For example, for TG 7
07
07
0, TG 12
012
012
0 and TG 18
018
018
0 the available experimental data did not agree with the general trend developed for the TG set. For this reason, averaging the “estimated” data was the only option to get the reasonable result for the particular TG.
The volatility of the triglycerides decreased dramatically with the lengthening of the alkyl chains, that is why all TGA results for TG 12
012
012
0 provide unexpectedly high vaporisation enthalpies. The same conclusion applies for TG 14
010
010
0 TG 16
010
010
0 and TG 18
010
010
0 (see
Table 1). Therefore, for the latter series of the long-chained glycerides, only results from QCM and static methods (with the exception for TG 18
018
018
0) could be considered as reliable.
For the triglycerides with the non-linear alkyl chains (branched or phenyl substituted) collected in
Table 2, only single experimental values are available for each compound. Therefore, the quality of these results is questionable although the data were measured using conventional methods (transpiration, QCM, and static method).
3.5. Can the Group Additivity Method Predict Vaporisation Enthalpies of Triglycerides?
Group additivity (GA) methods are also a type of structure–property relationships [
37,
38]. The enthalpies of vaporisation of a set of molecules with reliable data are usually split up into the smallest possible groups, like “LEGO
®” building blocks. Using the matrix calculations, each group obtains a well-defined numerical contribution. The prediction of the vaporisation enthalpy is then a construction of the molecule from the building blocks, collecting the energetics of a molecule from the appropriate number and type of bricks. In general, using this method for large molecules is impractical due to too many building blocks. To overcome this disadvantage, we develop a general approach to estimate vaporisation enthalpies based on a so-called “centerpiece” molecule [
39,
40]. The idea of the “centerpiece” approach is to start the prediction with a potentially large “core” molecule that can generally mimic the structure of the molecule of interest, but at the same time must have a reliable vaporisation enthalpy. The triglycerides are predestined for such an approach. The visualisation of the “centerpiece” approach for triglycerides is given in
Figure 2.
Indeed, the TG 2
02
02
0 as the “centerpiece” model already bears the main energetic contributions to the vaporisation enthalpy specific for triglycerides. In order to obtain the “centerpiece” suitable for GA calculations we need only to cut three methyl groups (C-(C)(H)
3) from the TG 2
02
02
0 (see
Figure 3, left).
Such a bulk fragment (TriGlycerides or F
TG) and its energetic contribution are specific for triglycerides and hardly can be captured by any other method. This special feature of the “centerpiece” approach significantly increases the reliability of the property prediction for similarly shaped molecules, e.g., TG 6
06
06
0 (see
Figure 3, right), where substituents with the known contributions to the vaporisation enthalpy are simply attached to the
FTG as the “centerpiece”. The group contribution values, which are specific for alkanes C-(C)(H
3), C-(C
2)(H
2), as well as the contribution C-(C)(H)
2(CO
2) specific for the methylene-group attached to the carbonyl-group are well established [
14]. The contributions (C-C)
1-4 and (C-CO)
1–4 are additional correction terms for the 1–4 “gauche” interactions of carbon atoms along the alkyl chain. The details on these 1–4 C-C interactions are described elsewhere [
38,
41]. The schematic representation of the group-contributions involved in this study is shown in
Table 7. The numerical values for these contributions were developed in our previous work [
14] and are also given in
Table 7.
Using the group additivity contributions given in
Table 7, the predicted
(298.15 K)-values for triglycerides under study were calculated and the results are given in
Table 2,
Table 8 and
Table S7).
Even a quick look at results given in
Table 8 can reveal that the “centerpiece” approach systematically overestimates the vaporisation enthalpies. It is noticeable that the overestimation is increasing with the growing chain-length of the triglycerides. It is obvious that the GA method has completely failed to predict the vaporisation enthalpies of triglycerides. Is there an explanation for this phenomenon? The answer is discussed in the following section.
3.6. Non-Covalent Dispersion Interactions in Triglycerides
As a matter of fact, the GA methods are not only a suitable tool to predict molecular energetics, but also a tool to detect unusual energetic effects. When the experimental and additive results show significant discrepancies, it is best to look for specific interactions causing the deviation from additivity (assuming the experimental result is reliable). In the case of triglycerides, we validated the experimental vaporisation enthalpies with different structure–property correlations. In what follows, the profound deviation from additivity observed in
Section 3.5 should only be caused by overlooked interactions specific to these long-chained molecules. Basically, the standard molar vaporisation enthalpy,
, is the portion of energy (enthalpy) required to transfer 1 mole of the liquid compound to a gaseous state. Thus, the vaporisation enthalpy can be taken as a measure of the overall attractive forces between the molecules in the liquid state. If these attractive interactions are responsible for significant interlinking of alkyl chains in the liquid phase, the energy required to take out the triglyceride with the interlocked chains from the liquid to the gas phase should be higher and the corresponding enthalpy of vaporisation greater in comparison to the additive value. Therefore, the relative decrease in the experimental vaporisation enthalpy can only be explained by assuming that the attractive forces are partially entrained into the gas phase. In this case, the attractive dispersion interactions between chains in the gas phase could be a plausible explanation for the deviation from additivity, since these specific non-covalent dispersion interactions are not considered in the GA parameterization. The existence of such dispersion-stabilized conformers in the gas phase has been theoretically supported by quantum chemical calculations [
42]. Structural optimization of the long-chain triglycerides with MOPAC-PM7 showed that the most stable forms are folded conformers with three parallel chains that interact [
43]. Similar to linear alkanes, folded configurations are favoured over extended star conformers [
44,
45]. Two possible structures of dispersion-stabilized conformers are shown in
Figure 4, where the attraction of alkyl chains in the gas phase due to dispersion forces is evident.
After qualitatively demonstrating the existence of dispersion forces, we used the results in
Table 8 to quantitatively assess the strength of this interaction. To quantify the dispersion interactions in triglycerides, we assume that the differences between experimental enthalpies of vaporisation and additive values reflect the amount of non-additive forces (denoted as
Edisp, see
Table 8 and
Figure 5).
It is quite obvious that the differences,
Edisp, do not represent the total energy of the dispersion forces between alkyl chains in triglycerides. Nonetheless,
Edisp-values can be considered as an energy differences originating from dispersion forces between the three arms of the triglyceride, and the vaporisation enthalpies provide a reliable measure of dispersion forces in triglycerides. Therefore, the dramatic increase (from −0.7 kJ mol
−1 for TG 3
03
03
0 to −69.4 kJ mol
−1 in TG 18
018
018
0) in dispersion interactions with growing chains length can now be conceptually explained and understood. Indeed, in a homologous series of methyl alkanoates, although the enthalpies of vaporisation logically increase with growing chain length (see
Table 8 and
Figure 5), the differences between the experimental and additive values that account for dispersion interactions hardly increase with increasing chain length. Thus, the dispersion interactions appear to be negligible for methyl alkanoates but not in triglycerides.
How does alkyl chain branching affect dispersion interactions between alkyl chains in the triglycerides? To answer this question, we calculated the additive enthalpies of vaporisation,
(298.15 K), for all entries in
Table 2. A comparison of the recommended (given in bold) experimental and additive enthalpies of vaporisation,
(298.15 K), reveals that the values for glycerol tri(2-methylpropanoate) and glycerol tri(3-methylbutanoate) are very close (within their uncertainties, hence the dispersion forces are small, since the branching of the chains precludes close approximation of chains. The difference between additive and experimental values of −6.8 kJ mol
−1 for glycerol tri(2,2-dimethylpropanoate) indicates noticeable stabilization despite the steric interactions of bulky substituents. However, such an interesting phenomenon has already been considered specific, as shown for tert-butyl-substituted alkanes [
2]. For the glycerol tribenzoate the stabilization of −9.3 kJ mol
−1 could be explained by the π–π attractive interaction of the benzene rings attached to the TG moiety. The profound stabilization of −44 kJ mol
−1 observed for glycerol trierucate (TG 22
1,22
1,22
1) appears due to dispersive interactions of the long alkyl chains. However, this stabilization is less intensive than expected from the
trend obvious from
Table 8. It appears that the double bonds present in the alkyl chains screw them and reduce the spatial possibilities for the attractive dispersion forces.
To draw a practical conclusion from this study, we failed to develop the group contribution method for predicting the vaporisation enthalpies of triglycerides because the non-covalent dispersion interactions are unique to each triglyceride and increase with increasing chain length. Nonetheless, the critical evaluation and validation of the vaporisation thermodynamics of triglycerides has enabled a qualitative and quantitative understanding of the reasons for these dispersion forces.