Stefany
Angarita-Gomez
and
Perla B.
Balbuena
*
Department of Chemical Engineering, Texas A&M University, College Station, TX 77843, USA. E-mail: balbuena@tamu.edu
First published on 30th June 2022
The underlying mechanisms of the solvated lithium cation diffusion and deposition on the Li metal surface occurring at electrochemical interfaces are still not fully understood. In this work, density functional theory and a thermodynamic integration method implemented in constrained-ab initio molecular dynamics are used to calculate the free energy profile for the lithium cation transport pathway in the absence of an external field. The trajectory and evolution of the solvation complex surrounding the lithium cation, alongside the effect of salt concentration and diluent presence are studied in carbonate-based electrolytes including low concentration electrolytes (LCEs), high concentration electrolytes (HCEs), and localized high concentration electrolytes (LHCEs). Energy barriers for transport and desolvation are obtained with the thermodynamic integration method and discussed in relation to the solvation shell surrounding the Li-ion. In dilute electrolytes, the energy barriers for cation diffusion in the electrolyte phase are relatively low and the final deposition is guided mostly by solvent reduction. In HCEs, the high connectivity between the primary solvation complex and the rest of the electrolyte leads to a significant increase in the energy barriers for diffusion, and the ion can get trapped in the electrolyte slowing down the deposition, while the early development of SEI formation shows a thick and compact SEI structure built by anion decomposition. In the LHCE the diluent helps in reducing the barriers found in HCEs and breaking the high connectivity thus facilitating cation diffusion and the simultaneous SEI formation process.
The key properties of the electrolyte and its components are defined by the solvation sheath formed around the lithium ions, because of its potential to impact the ion mobility as well as the interfacial behavior.24–26 Each of the components of the electrolyte including solvents, anions, and additives plays an important role in the ion mobility through their desolvation and electroreduction dynamic behavior. For example, the desolvation process of the Li+ cation on the surface is of great importance to understand the dendrite and SEI formation. This is because at the interface, the desolvation process is dictated by the electrolyte and its components control the interfacial structure that involves reaction kinetics and ion transport.27,28 Additionally, research has focused on correlating the asymmetry of the desolvation/solvation resistance of the Li cation with the suppression of dendrites.29
Furthermore, the structure and dynamics of the solvation complex also determine the structural and chemical properties of the nascent SEI due to the partial or total reduction caused by the electron transfer from the lithium metal surface to the solvation shell components.30 Thus, solvation shells are of great importance for understanding the transport and interfacial reaction mechanisms.31,32 An example of this is the application of molecular design based on the solvation ability of different solvents targeted to improve the performance of lithium metal batteries.33 However, the fundamental understanding of the mechanisms of diffusion and deposition is still incomplete due to the complex dynamic behavior of these solvation structures.
In previous work we investigated the effect of the chemistry of the solvents in the primary solvation sheath formed around lithium ions in dilute solutions, where we found a correlation between the reduction potential and the solvation structure and their effect on the diffusion and deposition pathway.34 High salt concentration electrolytes and the formation of localized high concentration regions by the addition of weakly interacting diluent species are some of the strategies shown to enhance the performance of lithium metal batteries. In this work, we characterize the effect of the primary (and sometimes secondary) solvation shell structure and the barriers and mechanisms of ion transport during its pathway from the “diffuse layer” to the interface with the Li anode and the associated events occurring during the desolvation process.
We analyze a series of electrolytes from a low concentration electrolyte (LCE or diluted electrolyte) to a high concentration electrolyte (HCE), as well as a localized high concentration electrolyte (LHCE). Multi-scale computational chemistry tools have proved to be useful for understanding the Li ion motion, from the atomic scale to the macroscopic level, providing additional insights into the use of computation to help evaluate such complex phenomena.35 In this study, we use density functional theory (DFT) and thermodynamic integration calculations implemented in constrained ab initio molecular dynamics (c-AIMD) to calculate the free energy profile of lithium ions with a full description of the barriers encountered by the cation due to solvation, diffusion, reaction, and deposition events. We focus on solutions of lithium bis(fluorosulfonyl)imide (LiFSI) in a dimethyl carbonate solvent (DMC) with or without a diluent and with various salt concentrations. Although this solvent choice limits our conclusions to electrolytes based on carbonate solvents which may not yield the best battery performances,36 the approach demonstrated here can be employed for any electrolyte formulation. The identification of the transport mechanisms is critical to provide new insights into the key steps that would determine cation deposition and reduction, or its incorporation into an SEI.
The electrolyte and the lithium metal slab were optimized using DFT and a short Ab Initio Molecular Dynamics (AIMD) simulation of ∼1 ps was performed to relax all atoms in the new configuration. All calculations were performed using the Vienna ab Initio Simulation Package (VASP).38–40 The pseudopotentials used to describe the electron–ion interactions were the projector augmented wave (PAW)41,42 and for the exchange–correlation functional the Perdew–Burke–Ernzerhof generalized gradient approximation (GGA-PBE)43 was used. The k-point mesh used for the surface Brillouin zone integration was Monkhorst–Pack.44 A 2 × 2 × 1 k-point mesh was used for optimization and a 1 × 1 × 1 k-point mesh was used for AIMD and thermodynamic integration calculations. AIMD simulations were carried out in the canonical NVT ensemble at 330 K with a time step of 1 femtosecond. The Nose thermostat45,46 was used to keep the temperature constant with a damping parameter set to 0.5. The energy cut-off for the plane-wave basis expansion was chosen to be 400 eV and Gaussian smearing with a width of 0.05 eV was also utilized.
Thermodynamic integration calculations were performed through c-AIMD simulations in the blue moon ensemble as implemented in VASP. These calculations allow us to track the desolvation and deposition pathway of a lithium-ion from the diffuse layer to the lithium metal surface while understanding the energy barriers and the changes in the solvation complex that are part of the ion trajectory.47 Additional details about the thermodynamic integration method can be found in ref. 48–50. In this work, the reaction coordinate defined as the collective variable (ξ) is the motion of the lithium cation from an initial location (ξ1) towards a defined location (ξ2) in the lithium metal slab with a small step size of 0.0008 Å every femtosecond. Every step in this trajectory provides a free energy gradient (δF/Δξ), the value of the free energy gradient is obtained by averaging the dynamic trajectories over 100 fs, and the free energy ΔF is calculated as a path integral along an arbitrary path between ξ1 and ξ2.47
Images illustrating the Li-ion transport and deposition features in LCE solutions are shown in Fig. 2 alongside the free-energy profile and respective energy barriers. From the free energy profile shown in Fig. 2, we can observe that the lithium-ion moves with relatively low barriers during the whole path. Marks 1 through 7 highlight different events/changes in the solvation shell surrounding the lithium cation during its pathway (Fig. 2, bottom). Mark 1 is the initial solvation shell as previously described; the same molecules reconfigure around the Li-ion to find a more stable solvation shell with lower free energy in Mark 2 (relative change in free energy from Mark 2 to 1 is ΔF2-1 = −0.01 eV and energy barrier between the steps is Ea1′ = 0.08 eV). From Mark 2 to Mark 3 shown in Fig. 2, one of the initial DMC molecules left the solvation complex and the tetrahedral structure around the cation is preserved by the FSI anion coordinating with two O atoms. Although the same solvation shell structure remains for Mark 4, the energy increases from F3 = 0.13 eV to F4 = 0.20 eV due to the energetic cost of diffusion of the cation along with its solvation shell. In Mark 5 a new DMC joins the solvation complex causing one of the previous DMC molecules to leave the shell on Mark 6; this indicates the easier rearrangement of solvent molecules while the same anions remain tightly linked to the cation in the solvation shell. Additionally, from Mark 2 to Mark 6 the solvation shell rotates so the anion is directed toward the lithium metal surface. This is because the electron transfer from the surface exerts a force that first attracts the species with higher electron affinity, that is the anion. Finally, on Mark 7 all solvent molecules have left the solvation complex, the anion gets partially reduced by defluorination and the fluorine atom joins the Li cation to form LiF, a characteristic component of the SEI layer. A summary and energy barrier description of all steps evaluated for LCEs can be found in Fig. S1 (ESI†). The free energy gradient per step (i.e., the forces) in the thermodynamic integration calculation oscillates around zero because the forces are zero at a free energy minimum and also at the transition state (maximum in free energy). These free energy gradients are shown as a blue trajectory in Fig. 2, 3, 5, and 6.
Fig. 3 Free-energy profile (red) and free energy gradient (blue) of lithium cation diffusion and deposition in high concentration electrolyte 3.74 M LiFSI in DMC located on top of the surface. Marks 1 through 3 in the energy pathway are solvation shells found around the lithium cation shown at the bottom. Color code as in Fig. 1. |
Fig. 3 displays the mechanism of diffusion and deposition of the Li-ion in HCEs and the free-energy profile along the pathway. The energy pathway looks very different than in LCEs mainly because of the magnitude of the energy barriers. This is because in HCE solutions a cation does not belong to only one solvation shell but is part of a highly interconnected 3-D network. Thus, in HCE solutions, the cation must overcome extremely high barriers in the desolvation and deposition pathway. The initial solvation complex shown in Fig. 3 Mark 1 is formed from 2 DMC molecules and 2 FSI anions, this solvation complex does not change, from Mark 1 to Mark 2 only the vertical diffusion of the solvation complex is observed with a relatively low energy barrier. However, from Mark 2 to Mark 3 the energy barrier is Ea2′ = 5.61 eV indicating an event that is energetically taxing or impossible due to the magnitude. The high energy barrier is in agreement with experimentally found low cation mobility in HCEs,51 and they correspond to the binding energies of the Li cation in the 3D structure generated in HCE solutions.52–54 The main reason for this behavior is highlighted in Mark 3 where the primary solvation complex is trapped in a highly connected network where the targeted solvation shell is linked to a secondary or even a tertiary solvation complex. In such a network, the anions from one solvation shell coordinate with other Li cations and their solvation shells. The cation not only has to diffuse out from the primary solvation shell but from a larger network that hinders ionic transport through the electrolyte. Therefore, the electrolyte layer closer to the surface, usually dominated by anions, gets reduced first and may open a channel for cation flow. The SEI formation in the HCE is considerably large, most of the surface lithium is consumed, combining with products from the decomposition of electrolyte molecules. A summary of energy barriers and their description is given in Fig. S2 (ESI†). Dragging such a complex to the surface requires more electron transfer from the slab. Therefore in step 3, fresh lithium was added and the cation was able to arrive at the surface with much lower barriers (steps 3 to 4), the results are shown in Fig. S3 in the ESI.† Thus, in the free energy pathway (red line) shown in Fig. 3, it is observed that after step 3, the cation trapped in the electrolyte structure is able to return to a normal flat pathway (between 3 and 4).
Fig. 5 displays the free energy profile of a lithium cation in an LHCE that is initially surrounded by a solvation complex Shell 1 (shown in Fig. 4). The initial solvation complex in Fig. 5, Mark 1 is formed by one component of each species and includes a solvent molecule, an anion, and a diluent molecule. When the cation is under the thermodynamic integration constraint and approaches the lithium metal surface the first significant change in the solvation complex (Mark 2, Fig. 5) occurs by lowering of the free energy to find an even more stable configuration by substituting the diluent molecule in the primary solvation complex with a LiF molecule. Such a LiF molecule was formed from a fluorine atom from the reduction of a nearby anion bonded to a Li atom.
Fig. 5 Free-energy profile (red) and free energy gradient (blue) of lithium cation diffusion and deposition in the localized high concentration electrolyte (top picture). Marks 1 through 5 in the energy pathway are the solvation shells found around the lithium cation that starts in Shell 1 (Fig. 4) and are shown at the bottom. Color code as in Fig. 1. |
Fig. 5 shows a relatively flat free energy profile. However, there are some significant barriers. The largest energy barrier takes place between steps 2 and 3: Ea2′ = 0.37 eV, corresponding to the diffusion of the solvation complex formed in Mark 2 in which the anion coordinates with two O atoms to the lithium-ion. The following barrier between Mark 3 and 4 is Ea3′ = 0.15 eV and marks the addition of another fluorine atom to the solvation complex, as well as the diffusion and rotation of the anion toward the lithium metal surface. The end of the diffusion pathway of the cation starting in Shell 1 is a relatively easier step with no energy barrier and lowers the free energy ΔF5-4 = −0.07 (Mark 5) mainly because the anion motion towards the surface is driven by the anion being reduced and decomposed by the Li metal. Additionally, after the anion in the solvation complex is part of the nascent SEI, our cation of interest ends up being part of a LiF SEI nanocluster on top of the other SEI components being created by the reduction of other electrolyte molecules.
The main learnings from Shell 1 in LHCEs are that the diluent being a weakly interacting species is not expected to be in the primary solvation complex surrounding the lithium ion. Instead, the diluent does not affect the original Li salt–solvent coordination and is usually located on the secondary solvation shell.55 LHCEs exhibit the advantages of HCEs in the local environment, but also other advantages including low viscosity, and lowering of the cost.56 On the other hand, we observe that the cation is driven towards the surface accompanied by a changing solvation shell, where SEI components become more and more involved as the cation becomes closer to the surface.
Fig. 6 shows a lithium cation in Shell 4 in the same LHCE. This solvation complex is formed by 2 anions and 2 solvent molecules and its structure resembles the primary solvation complex found in HCEs, as shown in Fig. 3. However, the main difference is the absence of the 3D interconnected network present in HCE solutions. Although the cations shown in Fig. 5 and 6 are placed in the same LHCE and the same cell structure, the free energy profile of the diffusion and deposition pathway presented different energy barriers and transport mechanisms indicating the effect of the primary solvation complex.
Fig. 6 Free-energy profile (red) and free energy gradient (blue) of lithium cation diffusion and deposition in a localized high concentration electrolyte (top picture). Marks 1 through 7 in the energy pathway are the solvation shells found around the lithium cation that starts in Shell 4 (Fig. 4) and are shown at the bottom. Color code as in Fig. 1. |
At the beginning of the ion transport pathway (from Mark 1 to Mark 4 in Fig. 6), the changes to the primary solvation complex include only the solvent molecules. For example, from Mark 1 to Mark 2 one of the initial DMC molecules leaves the solvation complex, and later, on Mark 3 the other initial DMC molecule swaps places with another solvent molecule. All these changes occur relatively easy with low barriers (∼< 0.15 eV). In contrast, the largest barrier was found from Mark 3 to Mark 4 at Ea3′ = 0.58 eV and corresponds to the diffusion of the solvation complex of all molecules found in Mark 3. Additionally, the events in Mark 4 allow us to understand the role of the diluent on the secondary solvation shell. By zooming out of the primary solvation shell we can observe that it is surrounded by the diluent molecules and their role is to lower the energy barriers for the cation to dissociate from the anion during the diffusion and deposition process. Although this initial primary solvation shell resembles the one in an HCE, the LHCE diluent in the secondary solvation shell breaks up the high connection between the primary and secondary solvation shells present in HCEs. Thus, in contrast with the HCE environment, the diluent isolates the anion–cation complex, which can finally be disrupted.
The diluent molecules allow the solvation complex to approach the surface and from Mark 4 to Mark 5 in Fig. 6, the solvated ion moves with Ea4′ = 0.45 eV, where the solvent molecule has left the shell possibly temporarily displaced by the diluent, defining an alternative slightly higher local concentration environment. Toward the end of the pathway (from Mark 5 to Mark 7) the diluent molecules move out of the diffusion pathway facilitating ion diffusion.57 At the end (from Mark 6 to Mark 7), the anions get reduced by the cleavage of the S–N bond and the Li-ion became part of the nascent SEI. A summary and energy barrier description of LHCE shell 1 and shell 4 are shown in Fig. S4 and S5 (ESI†) respectively.
The results of Shell 2 (Fig. 4) are not discussed because this shell behaves similarly to Shell 1. Finally, the results of Shell 3 shown in Fig. 4 are presented in Fig. 7. These shells have a higher local concentration including more anions per solvation shell than any of the previous cases, although the tetrahedral coordination for the Li cation is maintained. A good representation of the typical evolution behavior of this shell is shown in Fig. 7, in which the lithium-ion gets trapped in the electrolyte and a small SEI nanocluster starts to form via successive anion reduction, that eventually and after reaching a critical mass can be deposited on top of the Li metal surface.
Fig. 7 Solvation shells found around the lithium cation that starts in Shell 3 (Fig. 4). Color code as in Fig. 1. |
The average error in the calculated free energy gradient (δF/Δξ) is 0.016 eV Å−1 for LCEs, using the block average method. Details of the error calculation are provided in the ESI.† To use the block average method, we run 2000 steps at a reduced step size of 8 × 10−6 in every relevant structure. For LCEs this means running an additional 14000 steps, i.e., a high computational cost. However, an approximation to the error can be made based on the actual force fluctuations, since the step size of the simulations presented in this study is relatively small (8 × 10−4) and the estimated error (based on the force fluctuations) remains small for all the studied systems. The approximated errors are 0.127 eV Å−1 for the HCE and 0.017 eV Å−1 for the LHCE.
An interesting question relates to the rate-determining step for cation deposition. In previous work34 based on LCEs we found that depending on the electrolyte chemistry, mass transport or electrochemical kinetics may be the limiting step. This is because the solvent34 and anion (shown in this work) have electron affinities that compete with that of the cation. If the electrolyte components are reduced first, the cation can continue to electrodeposition (in the earlier stages of SEI formation) with mass transport being the rds. If the SEI is already formed, the cation may become part of the SEI or get electrodeposited. In addition, once the SEI forms, the surface properties (ability to transfer electrons) change, and this again affects the competition between electrolyte components and cation for the surface electrons. In summary, there is no fixed rule that decides the rds, and which mechanism is dominant would be dependent on the electrolyte/surface case.
The selected studied configurations are representative of each type of electrolyte. We note that in the LCE, the anion is not always present in the cation solvation shell. However, the LCE free energy profile reported here (in the presence of the anion) is similar to the earlier report for carbonates,34 where the anion was not present. For HCEs, the solvation shells may be populated by an even higher number of anions, but the results shown here illustrate the most important effect that comes from the insertion of the solvation shell in a 3D highly interconnected network. For LHCEs we showed four different configurations, and as the results indicate the barriers are highly dependent on them. Therefore, the results in Fig. 8 provide a good idea about the variation of the magnitude of these barriers according to the electrolyte composition. In summary, in LCEs the interfacial cation motion is driven by relatively low barriers of a similar order of magnitude. In HCEs, breaking the highly connected barrier would result in huge barriers that eventually would be overcome at the cost of slowing down the transport. This is because, near the surface, the high electron affinity of the anion will make it degrade forming an SEI, and liberating the cation. In LHCEs, the richer spectra of configurations would make a more diverse spectrum of barriers, and this work shows the positive effect of the diluent in reducing these barriers.
As shown here, a variety of factors affect ion transport. And this is precisely the value of the theoretical work, that allows identifying the possible bottlenecks that impede ion transport in a well-defined environment. Experiments such as impedance measurements that provide resistances to ion transport are another possibility for comparison to experiments. But this would require further analysis of the experimental results that we have not attempted yet, but it could be valuable.
With respect to the electric field effect, in our previous work58 we estimated barriers for cation electrodeposition under an electric field for a Li ion solvated by an anion and DME molecules on Cu surfaces. We examined several cases of varying salt concentration, in some respects similar to this work. Likewise, solvent decomposition reactions and their activation energies were found to become more favorable with lower activation energies and more exothermic reaction energies as the electric field increased.59 From the results of the previous studies, the electric field would direct the ion towards the anode surface (as the constrained AIMD results showed in this work), and as the electric field increases, the barriers would decrease and the deposition reaction would become more exothermic.
It is found that in LCE solutions with carbonate solvents, the cation transport pathway is relatively easy with low barriers determined by changes of the solvation complex, usually by solvent rearrangement. Near the surface, the solvated ion complex rotation driven by the high electron affinity of the anion, leads to the partial reduction of the anion and eventual deposition of the Li cation on the surface or formed SEI. In contrast, in HCEs the highly connected primary solvation complex with secondary and tertiary solvation shells leads to a large increase in the energy barriers during the ion transport pathway, which results in a slowdown of the ion flow, and a rapid and usually large SEI formation dominated by anion products.
A different scenario defined by the role of the local environment, as well as that of the diluent, is found in LHCE solutions. We investigated this point by examining several possible initial solvation complexes. For the LHCE in this study, the diluent molecules are found in the secondary solvation complex surrounding the primary solvation shell. However, the diluent also has the possibility of breaking the interaction between the high primary shell and surrounding shells characteristic of HCEs, and lowering the desolvation energy barriers. The diluent molecule is not regularly found in the primary solvation complex, but occasionally it can facilitate ion transport by a temporary substitution of a solvent molecule in that shell. The diluent molecule in LHCEs can also facilitate SEI formation by anion decomposition. This is observed when the local environment is highly concentrated, the ion gets trapped in the electrolyte phase and SEI nanoclusters were observed to grow next to the surface, but still in the liquid phase. Depending on the surrounding environment, this nanocluster may increase in size with the incorporation of similar fragments or become surrounded by a different SEI (for example organic, from solvent decomposition). In summary, this work highlights the role of the electrolyte in the interfacial ion transport and initial stages of SEI formation showcasing low and moderate barriers for ion transport in LCEs and LHCEs, whereas additional barriers slowing down transport are found in HCEs. The methodology used in this study would require large amounts of computational power to run longer time frames or larger simulation cells. The results in this study allow us to see the behavior of the cation while approaching the metal slab surface during the early stages of SEI formation. However, a fully-formed, stable SEI might affect the cation deposition mechanism and introduce other energy barriers. Future work will address these issues.
Footnote |
† Electronic supplementary information (ESI) available: Images and description of intermediate steps for each energy profile are discussed. See DOI: https://doi.org/10.1039/d2ma00541g |
This journal is © The Royal Society of Chemistry 2022 |