Adrian L. Kiratidis and
Stanley J. Miklavcic*
Phenomics and Bioinformatics Research Centre, UniSA STEM, University of South Australia, Mawson Lakes, SA, Australia. E-mail: stan.miklavcic@unisa.edu.au
First published on 14th May 2021
Interaction energies and density profiles for two model ionic liquids, [C4mim+][BF4−] and [C4mim+][TFSI−], confined between charged planar walls are studied within a density functional theory framework. The results of these simulations are also compared with results assuming a simpler linear hexamer–monomer, cation–anion system. We focus attention on the effect on the atom site distributions and the surface forces of an additional, specific attractive potential between oppositely charged molecules. We consider both short- and long-ranged attractive potentials in order to span the degree to which the ionic counterions associate. Independent of its strength, we interpret the results found with the short-ranged potential to be a manifestation of limited molecular association. In contrast, depending on its strength, the results found with the long-ranged potential suggest a much stronger and possibly longer ranged associations of ionic groups. Both potentials are found to influence the behavior of the surface force at small separations, while the long-ranged attractive potential has the greater influence of the two on the long-ranged behavior of the surface force.
In our model system1 we did not entertain any specific pairing or clustering of the ions; the generic Coulomb interactions between partial charged atoms, and the non-specific dispersion attractive forces superimposed on hard sphere repulsion between all atoms that we included were clearly not sufficient to generate specific pairs. On the other hand, in closely related works by Forsman, Woodward, Ma and co-workers,8–11 who first implemented independently a DFT model, a mechanism through which ion clusters were present was added. These authors introduced additional molecular species in their IL model to differentiate clustered from un-clustered molecules. The authors manually controlled the molar proportion of clustered to un-clustered molecules to see what effect this would have on the resulting surface force. Indeed, it was found that a long range, exponentially decaying force did appear at an extremely high concentration ratio of clustered to un-clustered molecules.10 This was in qualitative agreement with the postulated explanation offered by the experimental researchers. Nevertheless, the manner employed to bring about clustering10,11 was artificial. Although demonstrative, the approach taken leaves open the questions of what intermolecular mechanism could bring about ion pairing, and how pairing is affected by external conditions and other system variables. Addressing these questions is one of the aims of this paper.
The molecular manifestation of ion pairing or clustering must obviously go beyond the level to which generic attractive Lennard-Jones dispersion interactions between all atoms and electrostatic attractions between oppositely charged molecules are treated in the DFT model. Presumably, the pairing of oppositely charged macromolecules is due either to an additional attractive interaction of non-electrostatic origin, or to an attractive electrostatic contribution beyond that captured in a mean-field, DFT description. In the theoretical studies of Kjellander,12–14 it was proposed that clustering could be a consequence of strong nonlocal electrostatic or ion correlation effects arising in high density ionic liquids. Kjellander argued that “anions and cations may partially associate due to strong electrostatic attractions, specific interactions and/or effects of ion correlations”, which “may lead to the formation of ion pairs that are electroneutral entities”.14 Furthermore, Kjellander argued that although it is tempting to create classes of RTIL molecules, associated and free, as was the approach taken by Forsman, Woodward, Ma and co-workers,10,11 any ion association arising specifically from ion correlations should actually emerge automatically. Confirmation of these ideas emerged from his dressed ion model.
Whether due to strong ion correlations or a specific, non-electrostatic interaction it would seem instructional to determine the explicit physical consequences of such an effective attractive potential on ion distributions and on surface forces, especially for small and intermediate surface separations (Kjellander's study did not explicitly include non-electrostatic intermolecular interactions, and only considered a bulk liquid, arguing correctly that asymptotic behavior of surface forces is dictated by bulk solution properties). Kjellander12–14 suggested that the “dressing” of ions by a polarized ion cloud (dominated by counterions) may be likened to the inclusion of multipole contributions: dipole, quadrupole moments, etc. This perspective suggests looking to familiar intermolecular potentials as candidates for case studies. In this work we consider two models for an effective attractive potential. The first effective potential is based on a Boltzmann-weighted, angle-averaged dipole–quadrupole interaction,15
Our aim with considering these functional dependencies is two-fold. Firstly, we seek to explore the contrasting influences of the functions – their short versus long range influences – on the molecular distributions between the surfaces and the overall effect on the surface forces. The more specific second aim is to see if in either case the surface force tends in character to the long-ranged exponential force measured experimentally.
In the next section we summarize the contributions included in the model, paying particular attention to the new attractive potentials. This is followed by a brief description of the density functional theory model itself and the numerical solution procedure. After a presentation of our main findings in the Results and discussion section, we offer some closing statements and suggestions of future work in the Conclusions section.
As in previous work, we utilize the well-established course grained approach9–11,17 in which only large constituent atoms (e.g., the carbon atom on the CH2 molecule) are modeled as single hard spheres. All atoms have a common hard sphere diameter, σ. Once again we concern ourselves with the behavior of RTILs between neutral and charged solid surfaces; the atomic hard sphere centers have a closest approach distance of σ/2. A schematic representation of the ionic liquid [C4mim+][BF4−] confined between two planar surfaces separated by a distance h is shown in Fig. 2.
(1) |
Electrostatic interactions are again quantified using the Coulomb potential
(2) |
All atoms interact with the confining walls via steric and electrostatic forces. The former case is manifested in a closest approach distance σ/2. In the latter case, this contribution appears as a 2D integral (per surface) of the Coulomb potential between a charged oligomer atom and an element of surface charge.
In contrast with our previous calculations and to simplify the present investigation, we assume no atom-wall dispersion interaction that was featured in Kiratidis and Miklavcic.1
(3) |
(4) |
Note that because of the difference in the distance dependencies and their strengths, in what follows it is not reasonable to simply compare numerical values of C(8) and C(4); the same numerical value still implies a difference in the influences of the effective potentials. For [TFSI−], [HEX+], and the monomeric anion, [A−], the interaction sites for these potentials are simply the single charged atoms on those oligomers (Fig. 1). For [C4mim+] and [BF4−], on the other hand, the potential acts between the central atoms of the respective groups of atoms possessing partial charges.
We make two further remarks before proceeding.
In reality, eqn (3) and (4) would be temperature dependent. Despite this we do not explore any influence of temperature. Nevertheless, the effect of temperature would represent a worthwhile investigation given the results of previous experimental work by Rutland and co-workers on the temperature dependence of surface forces across RTILs.19,20
Secondly, although the effective potentials have been motivated by higher order multipole potentials they are not here attributed any such properties. Hence, we ignore any perceived issue with over counting of charge interactions through the use of these multipole-like potentials, and focus instead on exploring the physical consequences of these additional interactions.
Further comments are made in Section 4.
(5) |
In eqn (5), Fid, Fdisp, Fel and Fhs denote, respectively, the configuration, dispersion, electrostatic and hard sphere contributions to the free energy functional. Feff is a contribution arising from the supra-dispersive effective potential. Equilibrium properties are found by minimizing this free energy functional with respect to the distribution functions. The total atom density ns(r) is the sum of the charged and neutral atom densities,
ns(r) = n+(r) + n0(r) + n−(r), | (6) |
(7) |
The ideal chain contribution, of an entropy term and a molecular connectivity term, is
(8) |
The electrostatic free energy functional contribution is
Fel[n+ (r), n− (r)] = Fppel[n+ (r), n− (r)] + Fpwel[n+ (r), n− (r)], | (9) |
(10) |
(11) |
The factor χσ denotes the radius of the “hard Coulomb hole” with the value χ = 0.71. v1 and v2 are surface vectors.
The hard sphere contribution is treated as in ref. 1 and accounts somewhat for the excluded volume interactions between all pairs of hard sphere atoms. This is a functional of the weighted density,
(12) |
The dispersion contribution considered in this work comprises only the interaction between atoms,
(13) |
(14) |
The interatomic Lennard-Jones interaction potential, Φdisp(r), is given by the dispersion contribution in eqn (1).
Finally, the new contribution to the total functional, Feff, involves an integration of interacting specific core atom site distributions,
(15) |
Equilibrium properties are obtained from the grand potential by first minimizing eqn (5) with respect to the oligomeric densities,
(16) |
Through an application of the chain rule this results in the formal expression for the equilibrium atom densities,
(17) |
Note that as the values of λj,γ(rj) themselves depend on nα(r), eqn (17) must be solved self-consistently via an iterative method.
The implementation details of our iterative scheme, and the procedure by which densities are updated throughout this work are identical to those reported previously. A detailed discussion can be found in ref. 1. The interaction free energy is calculated as described in ref. 1. All results shown here have been subjected to a testing for thermodynamic self-consistency and accuracy based on application of the contact theorem.1,10,21
Fig. 3 Interaction energies ((a) & (c)) and scaled atom densities ((b) & (d)) plots for [HEX+][A−] at various C(4) values. In (a) & (b) the surfaces were positively charged σ1 = σ2 = +1/320e Å−2, while in plots (c) and (d) the surfaces were negatively charged, σ1 = σ2 = −1/320e Å−2. In this and all subsequent figures, the normalised bulk RTIL density was nblkσ3 = 0.005. The cation center-anion center effective potential was −C(4)/r4. In this figure and Fig. 4 through 11, the blue crosses, green circles and red squares in subplots (b) & (d) correspond to the C = 0 case. |
Fig. 4 Interaction energies and scaled atom densities as in Fig. 3, except that the cation center-anion center effective potential was −C(8)/r8. |
Fig. 6 Interaction energies and scaled atom densities as in Fig. 5, except that the cation center-anion center effective potential was −C(8)/r8. |
Fig. 8 Interaction energies and scaled atom densities as in Fig. 7, except that the cation center-anion center effective potential was −C(8)/r8. |
Fig. 10 Interaction energies and scaled atom densities as in Fig. 9, except for [C4mim+][BF4−]. |
Fig. 11 Interaction energies and scaled atom densities as in Fig. 9, except for [C4mim+][TFSI−]. |
Our findings are most naturally presented as a summary of results for charged surfaces, where the positive and negative surface charges exhibit a certain reciprocity, and a summary of results for the case of neutral surfaces, which shows distinctly different behavior.
It should be recalled that in the cases considered here a particle-wall dispersive interaction1 has not been included. Consequently, no atom experiences any preferential attraction to either wall. Although this is unlikely to reflect the state of a real system, the exclusion has the advantage of simplifying the analysis and of not confounding the interpretation of cation–anion coupling effects.
In Fig. 3 and 4 we present the interaction free energies, panels (a) and (c), and scaled, normalized atom densities, panels (b) and (d), for our model ionic liquid, [HEX+][A−], system. Corresponding results for the [C4mim+][BF4−] and [C4mim+][TFSI−] systems are shown in Fig. 5, 6, 7 and 8, respectively.
In each of the cases explored in this section, the interaction free energy responds monotonically to increasing strength of the effective potential, irrespective of the sign of the surface charge, or the range of the potential, or the molecular nature of the cation and anion molecule. Moreover, the tendency with increasing effective potential strength is uniformly toward an increasing repulsion between the surfaces. In other words, increasing the strength of the effective potential between the oppositely charged oligomers results in a more unfavorable energetic state of the system at one and the same separation.
Looking at the difference between positive and negative surface charges one notes that – relative to their respective benchmarks – all systems tend not only to have a reduced coion concentration, they also have a reduced counterion concentration.22 The latter result is presumably a consequence of the reduced need to balance the net charge between the surfaces caused by the depletion of the coions. The shapes of the counterion profiles reflect the geometric differences in molecular structures of the counterions.
In the case of positively charges surfaces, the single spherical anions, [A−], are distributed in the shape that is characteristic of simple ionic double layers. The [BF4−] counterions, with all five partial charged hard sphere atoms, are not only prevented from approaching closer than a hard sphere radius to each surface, they exhibit a peak in the density profile at about 1.5σ from each wall. If we acknowledge that the partial charges configure themselves so as to minimize the molecular self energy, we find that [BF4−] takes a 3D tetrahedral shape so the negative charge distribution peaks at a distance of approximately 1.5σ – the distance of the centre the molecule from a wall. In contrast, the [TFSI−] model possesses just the single unit negative charge atom, the profile exhibits a peak at around one σ from a surface, while the neutral atom distribution peaks further out by approximately another half radius. Since the neutral atoms have no energetic preference for the wall this suggests that these oligomers are oriented on average with their molecular plane approximately parallel to the surface.
When the surfaces are negatively charged, the counterions are the cationic hexamer [HEX+] and [C4mim+]. In the former case the combination of a peak in the positive atom distribution at σ/2 from each wall (and monotonic decay thereafter), and a neutral atom distribution that peaks further out suggests that the hexamers are oriented on average at a finite angle to the surfaces, with their tails dangling into solution. The bulkier charged head of [C4mim+] has a non-monotonic profile near the surfaces but then decays monotonically thereafter. The neutral distributions in Fig. 5 and 6 are attributed to the neutral tails of [C4mim+], the atoms of which are distributed in synchronicity with the positive atoms. In Fig. 7 and 8, the neutral atom distribution contains contributions from atoms on both ionic oligomers, especially the heavily laden [TFSI−] (14 neutral atoms), which explains the oft-appearing mono-modal shape of the distributions which peak at the centre of the gap between the surfaces. Exceptions, however, arise in some cases of the nonzero effective potential in Fig. 7.
The distinction between Fig. 3, 5, and 7 on the one hand, and Fig. 4, 6, and 8 on the other, lies in the long range nature of the potential, Φ(4)eff compared with Φ(8)eff. A close inspection shows that the response of all profiles is qualitatively similar for both the longer ranged Φ(4)eff (Fig. 3, 5, and 7), and the shorter ranged Φ(8)eff potential (Fig. 4, 6, and 8). However, it is clear that the considerably longer ranged potential has a much more dramatic quantitative effect on the ion distributions. Moreover, Φ(4)eff has a marked effect on the surface force. Principally, the stronger potential Φ(4)eff effectively drives coions out from between the charged walls leaving, in every case, the counterions to the surfaces alone to balance the surface charges. The greater the value of C(4), the stronger the effect. The end result is reminiscent of the double layer systems studied in the 1980's by the Swedish and Australian groups who studied counterion-only electrical double layers. Jönsson, Wennerström and co-workers,23–26 performing Monte Carlo simulations, and Kjellander, Marčelja and Attard,26–29 performing continuum (hypernetted chain) statistical mechanical calculations, showed that in the case of the counterion-only electrical double layer, repulsive surface interactions are to be found for monovalent ions. The similarity is suggestive.
While other mechanisms may be put forward,30 the results can be explained by, and are consistent with, a strong association of oppositely charged oligomers. Although the potential between oppositely charged atoms (the central atoms in the case of [C4mim+] and [BF4−]) acts between every pair it is not homogeneously efficacious. Rather than Φ(4)eff forcing coions, originally in the diffuse region midway between the walls, to pair with counterions in a less entropically favorable and more energetically unfavorable condition close to the like-charged walls, the associated ions are removed to the bulk, leaving only free counterions to screen the surface charges. It would seem that a counterion-only scenario is a less unfavorable free energy state for the system. Only in the case of Φ(8)eff is there some evidence of both coions and an excess of counterions existing between the walls, as evident from Fig. 4, 6 and 8, most notably in the case of [HEX+][A−], Fig. 4(b).
That the Φ(8)eff potential is less effective in altering the density distributions is not surprising. To achieve with the shorter ranged potential a magnitude equivalent to that achieved at a distance R by Φ(4)eff, the atoms would need to be within a distance of
(18) |
The neutral surface case shows a distinctly different response to the effective potential compared with either of the charged surface cases. The features that remain true, however, are that the Φ(8)eff-based results are again in qualitative agreement with the Φ(4)eff-based results. Secondly, the extent of the response is again stronger in the case of Φ(4)eff, compared with Φ(8)eff. Other traits, however, bear no similarity to the cases of charged surfaces. The most significant difference being that the interaction free energy responds non-monotonically to increasing strength of potential. Significantly, the initial trend is toward an increased attraction rather than repulsion, from either an initially (C = 0) attractive interaction or an initially repulsive interaction, and the magnitude of attraction diminishes with increasing C(8) or C(4). Another related difference is that with the longer ranged Φ(4)eff, the gap between the surfaces becomes all but devoid of oligomers! Having no preferential surface interaction (such as an attractive atom-wall dispersion potential) both molecule types gain entropy by withdrawing to the bulk.
Fig. 13 Detailed plots of scaled interaction free energies as in Fig. 12, but for the case [C4mim+][BF4−]. |
Two cases are shown: the benchmark case C(4) = 0; and the strong association case of C(4) = 60. As suggested by earlier results for charged surfaces, intermediate results are found with intermediate values of C(4). As the interaction energies (normalized forces) can be repulsive or attractive depending on system conditions, we have plotted the energies on an sinh−1 scale to reflect both their sign and their decay character. Given that the two RTILs give rise to qualitatively similar behavior in the surface forces, our discussion will cover just the generic findings.
Although the conditions under which our simulations were conducted differ from those of Ma et al.,11 the response to increased C(4) (and increased degree of oligomer attraction) is consistent with the latter group's results. In all cases, the increased degree of intermolecular attraction gives rise to a longer ranged and more repulsive force in the case of similarly charged surfaces, and a longer ranged and more attractive force in the case of neutral surfaces. In fact, assuming no atom-wall dispersion interaction, the surface forces in the C(4) = 0 benchmark models are asymptotically all attractive compared with those scenarios where the additional attraction is present. In the latter cases, the axis scales highlight an exponential decay which is characteristic too of measured repulsive forces. However, it is interesting that the asymptotic attractions between neutral walls for the nonzero C(4) cases also show roughly exponential decay, over some range of separations.
With no other differentiating factors, the quantitative differences between the force profiles in the two RTIL systems obviously reflect the differences in the anions, [TFSI−] in Fig. 12 and [BF4−] in Fig. 13. When an intermolecular attractive potential is applied, the bulkier [TFSI−] gives rise to both a greater repulsion between positively charged surfaces and a greater attraction between neutral surfaces, than are generated with the smaller [BF4−] anion.
From our numerical results it would seem that the long range attractive pair potential, Φ(4)eff, which decays intermediately between the Coulomb and the dispersion potentials, inspires a significant degree of molecular association of ionic liquid molecules. This stronger coupling of oppositely charged oligomers has the effect of inducing a counterion-only state to exist between charged surfaces, and a near absence of all molecules between neutral surfaces. In contrast the shorter ranged Φ(8)eff, has limited ability to induce association. In this case, although the molecular distributions between the surfaces are not significantly affected, the surface force is still appreciatively modified.
With the DFT model it is nigh impossible to quantify explicitly the degree of ion association resulting from the additional effective potentials. It is only possible to draw qualitative inferences from the atom distributions. Whatever the degree of macromolecular association and irrespective of the origin of the effective attractive potential responsible for it, there can be no argument that the intermolecular attractive potential does makes a significant difference to the state of the system and specifically to the force between the surfaces. Moreover, the trend in the surface force with increasing strength of the attractive pair potential is in the direction of measured forces2–7 and is then also consistent with the findings of the different DFT cluster model of Forsman, Ma, Woodward and co-workers.8–11 This indicates that an effective intermolecular attraction is present in the physical system. What is needed is a verification of the origin of the attraction as either a consequence of strong ion correlations12–14 or of non-electrostatic causes.
On this same line of thought we make two further comments. Firstly, the DFT attempts to go beyond a mean-field approach by taking some account of steric and charge correlations, which are known to be absent from the mean-field, Gouy-Chapman theory of simple electrolytes.31 However, we acknowledge that the DFT approach too is limited compared with more accurate, integral equation theories, such as the hypernetted chain model.28 Just how accurate (or inaccurate) the DFT model is for a system of such complex ionic liquid molecules is likely only possible to determine through a comparison with Monte Carlo simulations. While non-trivial, we are pursuing such calculations in our ongoing work. Secondly, another drawback of the DFT approach is its inability to provide explicit quantitative information on specific cluster concentrations. While it is implicit from our results that intermolecular association occurs, quantifying the extent to which association occurs (pairing or higher order clustering) is beyond the DFT model. It has been suggested to us32 that an approach along the lines of a statistical associating fluid theory (SAFT),33–35 based on Wertheim's thermodynamic perturbation theory for associating fluids,36,37 might be the more appropriate route follow in order to divulge this information. We shall be considering this approach in future efforts.
Finally, we reiterate that two interesting topics to explore in other future studies are the temperature dependence of the system, adopting a temperature-dependent effective potential, and that of invoking a charge-dipole pair potential that includes the effect of dipole alignment in the field of the charge at short separations, transitioning to a freely rotating dipole at large separations.16 The latter study is likely to be pertinent to the adopted model of RTIL [C4mim+][TFSI−] which currently assumes a single charge on [TFSI−] interacting with a distribution of point charges on [C4mim+].
(19) |
(20) |
(21) |
(22) |
The differentiated contribution is to be contrasted with the model implemented in ref. 1 where the electrostatic interaction between charged atoms was treated uniformly using
(23) |
While there is a formal difference between these two approaches, the former approach being the case implemented for this work, we have not noted any significant difference in our results using the two methods.
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