Abstract
To design electrochemical interfaces for efficient electric-chemical energy interconversion, it is critical to reveal the electric double layer (EDL) structure and relate it with electrochemical activity; nonetheless, this has been a long-standing challenge. Of particular, no molecular-level theories have fully explained the characteristic two peaks arising in the potential-dependence of the EDL capacitance, which is sensitively dependent on the EDL structure. We herein demonstrate that our first-principles-based molecular simulation reproduces the experimental capacitance peaks. The origin of two peaks emerging at anodic and cathodic potentials is unveiled to be an electrosorption of ions and a structural phase transition, respectively. We further find a cation complexation gradually modifies the EDL structure and the field strength, which linearly scales the carbon dioxide reduction activity. This study deciphers the complex structural response of the EDL and highlights its catalytic importance, which bridges the mechanistic gap between the EDL structure and electrocatalysis.
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Introduction
Electrocatalysis lies at the core of most modern technologies, such as, fuel cells, electrolyzers, and carbon dioxide recycling, for sustainable energy conversion. All such processes separate into half-cells in which electrochemistry happens under an electrochemical potential difference between the cathode and anode. The application of a potential difference leads to the formation of an electric double layer (EDL) at the interface of an electrode and liquid electrolyte. The EDL is one of the oldest and most fundamental concepts in electrochemistry1,2. As a recent example, the electrochemical carbon dioxide reduction reaction (CO2RR) has been suggested to be controlled by the EDL structure3,4,5,6,7,8,9,10.
Nonetheless, to date, the microscopic structure of the EDL has not been fully resolved not only because the EDL is spatially concealed between the two bulk phases of solid and liquid11, but also because the electrochemical signals are highly convoluted by the complex, coupled EDL responses of the multiple components in the electrified interface12. Despite the recent successes based on X-ray absorption spectroscopy13 and shell-isolated nanoparticle-enhanced Raman spectroscopy (SHINERS)14, these spectroscopy-based investigations have been focused only to the explanation of the water orientations, and their quantitative association with electrocatalysis is yet to be established. However, a notable point of these studies is that the computational simulation has inevitably been employed; the simulated and experimental spectra have been matched with each other, based on which the structural details about the EDL have been obtained from the molecular simulations.
Instead of explaining the peaks from photon-based spectroscopy, we herein demonstrate that our molecular simulation accurately reproduces the characteristic peaks from an electrochemical impedance spectroscopy—the famous camel-shaped curve15,16,17,18,19 of the capacitance in dilute aqueous electrolyte—without the requirement of empirical adjustment in the simulation. To reliably compute the differential capacitance, C, using its definition of C = ∂σ⁄∂E (where σ is a surface charge density, and E is an electrode potential), the sensitive changes in the potential must be captured that require an extremely fine sampling of the data points, which is practically impossible using a full ab initio approach20. Therefore, we utilize a multiscale approach, density functional theory in classical explicit solvents (DFT-CES), that combines a density functional description of the metal electrode with a classical molecular dynamic description of the electrolyte21. Most notably, the interfacial interaction of the DFT-CES is developed as based on the quantum−mechanical energetics, i.e., so-called first-principles based multiscale approach, that enables us to directly validate our simulation results through comparison with experimental results (for the simulation details and backgrounds, the reader may refer to our previous publications21,22,23, and a summary is also presented in the Supplementary Notes 1–5).
Results and discussion
With varying the σ by changing the number of excess electrons in the Ag(111) electrode and excess ions (Na+ or F−) in the electrolyte, DFT-CES simulation of the interfacial system (Fig. 1a) predicts the change of the E, which is calculated using Trasatti’s absolute electrode potential24 (Supplementary Fig. 1 and Supplementary Fig. 2), yielding a σ–E curve (Fig. 1b). Prior to evaluating the C, which is derivative of σ, we observe an unexpected feature in the σ–E curve: an S-shaped region in the negative σ region. Thermodynamically, the S-shaped profile is a consequence of a bistable free energy landscape (its microscopic origin will be discussed in the following section) by considering the thermodynamic relation of dA = −SdT + Edσ (where A and S are the interfacial Helmholtz free energy and entropy, respectively, and T is the temperature). Thus, a Maxwell tie-line can be constructed along which two bistable states coexist in equilibrium (Supplementary Fig. 3). Such a phase coexistence line in the free energy curve yields a horizontal (or vertical) line in the E–σ (or σ–E) curve that eventually causes the C–E curve, a derivative of the σ–E curve, to exhibit a capacitance peak.
Our theoretically predicted EDL capacitance curve is well matched with the curve corresponding to the experimental staircase potentiostatic electrochemical impedance spectroscopy (SPEIS) data measured for Ag(111) in a dilute 3 mM NaF electrolyte (Fig. 1c). In particular, the double-hump camel-shape of the capacitance curve is successfully reproduced at the peak potentials, comparable to that observed in the experiment within approximately 0.1 V. Both theoretical and experimental C–E curves exhibit a minimum capacitance at the same E, that exactly corresponds to the point of zero charge (PZC) potential (EPZC). In addition, the capacitance values are predicted to be approximately 20 μF cm−2 near EPZC and in the highly polarized regions beyond the two humps on the curve; this is also consistent with the experimental results17. Theoretical peak behaviors are more exaggerated than those observed in the experiments and this can be attributed to the adiabatic potential change in theory. Indeed, the sharpness of the peaks increases as the potential sweep rate decreases in the experiments15. Therefore, we are now ready to elucidate the microscopic structural details of the EDL, which have been questioned but not fully resolved since the development of the early EDL theories in the 1900s2. In particular, we focus on what type of molecular structural response in the EDL is responsible for the two humps in the camel-shaped capacitance curves that have been measured from simple systems, such as the interfaces between planar metal electrodes and dilute aqueous electrolytes25,26,27,28,29,30,31,32,33,34.
Molecular origin of the camel-shape
The key components of the EDL are water molecules, excess charges stored in the metal electrode, and ions in the electrolyte; all the local profiles of these along the z-direction are summarized to illustrate the complete structural details of the EDL in Fig. 1d. Hereafter, the z-directional distances are referenced relative to the center of the top-surface atoms of the metal electrode.
The local water density profile, ρwat, shows that two water layers are formed near the electrode at around z = 3 and 6 Å at all applied potentials, wherein the first layer is significantly adsorbed by the metal electrode (Supplementary Fig. 4). Therefore, it is reasonable to define the location of the inner Helmholtz layer (IHL) with respect to the location of this water adlayer33. Further, the ion charge density profile, ρion, exhibits a peak at around z = 5 Å that is attributed to the solvated ions near the electrode, and it is used to define the location of the outer Helmholtz layer (OHL)33. In addition, a region beyond the OHL is a diffuse layer (DifL). The excess charge density profile of the electrode, ρelectrode, is calculated by considering the difference between the electron charge density of the (dis)charged electrode and the uncharged electrode at the PZC. The value of ρelectrode indicates that electrons are added to or subtracted from the electron charge density tail in the profile of the metal surface, upon applying cathodic (E < EPZC) or anodic (E > EPZC) potential, respectively.
When the electrode is positively charged (E > EPZC), the F− ions at the OHL are desolvated (Supplementary Fig. 5) and adsorbed on the electrode surface that increases the ion concentration at the IHL and decreases the ion concentration at the OHL (compare the change in the two peaks of ρion at z = 2 and 5 Å in the right panel of Fig. 1d). This specific adsorption of anions, proposed by Grahame28 and demonstrated through various approaches33,35, occurs because of their large dispersive attraction toward the electrode36. By mapping the double layer onto an effective two-plate capacitor, for an intuitive understanding, the specific adsorption is realized as a decrease in the charge-separation distance, d, of the ions from the charged electrode, resulting in an increase in the capacitance, by considering the relation, C = εeffε0A/d (where A is the interfacial area, and ε0 is the vacuum permittivity). The effective dielectric constant, εeff, quantifies the average field screening ability of the water dipoles in the EDL that is conceptually similar to the εeff defined by Bockris, Devanathan, and Műller (BDM) in their seminal work on the BDM model33. The detailed quantification methods for d and εeff are described in the Supplementary Note 6.
Figure 2a shows that the anodic hump is an outcome of the capacitance increase, owing to the decrease in d that is followed by the decrease in capacitance due to the decrease in and subsequent saturation of εeff. This trend is comparable to that in the previous dielectric saturation mechanism proposed by Booth30, Conway et al.31, Grahame29, and Macdonald32, developed after the Gouy25–Chapman26–Stern27 theory. In addition, our simulation elucidates the molecular origin of dielectric saturation at a large anodic potential. When the anions are located at the OHL, they can accommodate the oxygen-down (O-down) configuration of water molecules at the IHL and OHL (see upper left panels of Fig. 2b), mainly screening the interfacial electric field. However, when the anions are adsorbed on the electrode, the anions at the IHL stabilize the hydrogen-down (H-down) configuration of water molecules at the IHL and OHL, leading the dipole orientations to anti-screen the field at the interface. Consequently, the specific adsorption of the anions leads the interfacial water layers to exhibit no further macroscopic polarization when σ > 5 μC cm−2 (upper right panel of Fig. 2b and c), causing a saturation behavior of εeff.
As widely presumed37, when the electrode is negatively charged (E < EPZC), the Na+ ions are primarily accumulated at the OHL (Fig. 1d), keeping their first hydration shell intact (Supplementary Fig. 5) because of their low dispersive attraction toward the electrode36, which is shown regardless of choice different water models (Supplementary Fig. 6). The absence of specific adsorption causes almost no change in d (Fig. 2a), and therefore, the capacitance hump corresponding to the cathodic potential is primarily attributed to the change in εeff.
Upon the negative charging of the electrode, εeff increases from 30 to 50, and subsequently decreases to 10, resulting in a peak at around σ = −10 μC cm−2 (Fig. 2a). For the electrode less negatively charged than −10 μC cm−2 (−10 < σ < 0 μC cm−2), the water molecules at the interface rotate in a collective manner because of the hydrogen bond (HB) interaction via the following mechanism. As the electrode is negatively charged, the water@IHL favors an H-down orientation (see lower left panels of Fig. 2b), in agreement with the findings of the previous in situ sum frequency generation38 and SHINERS14 studies. Such a molecular orientation offers an HB accepting O to the water@OHL, leading the water@OHL to favor an H-down orientation and further promoting an H-down orientation of the water@DifL in a similar manner. Because of the cooperative behavior of water dipoles, a surface-normal macroscopic dipole of water layers, M⊥, concurrently increases in all parts of the EDL (including IHL, OHL, and DifL) for −10 < σ < 0 μC cm−2 (Fig. 2c), increasing the magnitude of εeff. However, the negative charging of the electrode causes an accumulation of cations at the OHL that collapses the HB network formed across the IHL and OHL and therefore, impedes the cooperative rotation of the water dipoles (Supplementary Fig. 7). Furthermore, the cations accumulated at the OHL cause the nearby water at the OHL and DifL to have an O-down orientation that populates more anti-screening dipoles and thereby, decreases M⊥ at the OHL and DifL (Fig. 2c), decreasing the magnitude of εeff when σ < −10 μC cm−2. Notably, this dielectric saturation mechanism is different from the previously suggested and broadly accepted speculations. Unlike the previous assumption that the water at the IHL cannot rotate further and therefore shows no further orientation polarization beyond a critical field strength30,31, the water at the IHL can indeed rotate its dipole further to screen the field (see lower right panel of Fig. 2b and c) because such a molecular orientation is accommodated by the cation at the OHL (see lower middle panel of Fig. 2b); nonetheless, the suppressed field-screening ability at the OHL and DifL leads to dielectric saturation.
EDL structural phase transition
We now demonstrate how the peak behavior of εeff can result in the cathodic hump. For a two-plate capacitor model, the interfacial potential drop is proportional to σ/εeff. Consequently, when εeff monotonically increases as |σ| increases for −10 < σ < 0 μC cm−2, as shown in Fig. 2a, two different surface charges, σh and σl (where |σh | > |σl |), can have the same interfacial potential drop. In other words, at the same cathodic potential of E, two states with different EDL structures characterized by σh and σl are bistable (Fig. 3a). Then, the Landau-type free energy density per interfacial area, F, is given as
where α < 0 for the bistable region, β > 0, and the two states have the same F when \(E=\bar{E}\), at which \(\bar{\sigma }=\left({\sigma }_{{{{{{\rm{h}}}}}}}+{\sigma }_{{{{{{\rm{l}}}}}}}\right)/2\). Using the Landau–Khalatnikov equation39, we define the time variation of EDL charging as,
where Rs is the solution phase resistance. Using the equilibrium condition of dσ/dt = 0, we finally obtain the equilibrium E as a cubic equation of σ,
that yields an S-shape in the σ–E plane (black solid line in Fig. 3b). Therefore, the origin of the S-shaped region in Fig. 1b is attributed to the bistability of two different surface charge states in the cathodic potential range. Upon decreasing the potential from EPZC (by following the red dashed line in Fig. 3b), Landau-type theory predicts that an EDL structural phase transition will occur from the lowly charged phase (\(E \, > \, \bar{E}\)) to the highly charged phase (\(E \, < \,\bar{E}\)) at the mesocopically large electrode–electrolyte interface; furthermore, phase coexistence occurs at \(E=\bar{E}\) (Fig. 3c), where the cathodic peak emerges.
Notably, some theoretical models have predicted the emergence of a camel shape in the capacitance34,40,41,42; thus, it is useful to compare our approach to the previous model. One of the most recent and elaborate EDL models predicting the camel shape is the Kornyshev model34,43,44,45,46,47, which is a lattice-gas model incorporating ion saturation behavior into the Gouy25–Chapman26 theory, where water is coarse-grained as a dielectric. Although our mechanism for the cathodic hump indicates that the key to bistability is orientation polarization of the water molecular dipoles in the EDL, the Kornyshev model ascribes the emergence of the capacitance hump to ion saturation34. Thus, a concentrated electrolyte is essential to manifest a camel shape in the Kornyshev model, and in the dilute limit, the results of this model approach those of Gouy25–Chapman26 model. Therefore, the Kornyshev model is suitable for explaining the camel-shaped capacitance measured in a dense Coulomb system such as an ionic-liquid electrolyte34,43,44,45,46,47,48, whereas our mechanism explains the camel-shaped capacitance measured in a dilute aqueous electrolyte15,16,17,18,19.
EDL structure and electrocatalysis
To modify the EDL structure near the cathodically polarized electrode, we utilize the strategy of the complexation of Na+ with 15-Crown-5 (15C5). Through the DFT-CES simulation, we first identify that the 15C5 complexation prohibits the cation from being stably hydrated by the water at the IHL (Supplementary Fig. 8) that hinders the formation of a compact EDL structure and therefore increases d approximately 1.5 times (Fig. 4a and Supplementary Fig. 9). This also increases the interfacial potential drop at the same σ that shifts the S-shaped region to a more negative potential in the σ–E plane (Supplementary Fig. 10). Consequently, our simulation predicts the negative potential shift of the cathodic hump in the C–E curve that is also confirmed by our experiments (Fig. 4b).
The increase of d leads to a weakened interfacial field when the same potential is applied at the interface (Fig. 4c). Therefore, the EDL structural modification through cation complexation provides an appropriate experimental platform for selectively controlling the field strength with maintaining the same electrode potential49,50.
Recently, the mechanistic role of the local electric field in electrocatalytic reactions has been extensively discussed5,7,8,9,49,50,51,52. It is suggested that the rate of the electrochemical CO2RR to carbon monoxide (CO), is limited by the CO2 adsorption on the electrode surface, driven by the adsorbate dipole–field interaction8. From our CO2RR experiments on Ag(111) with varying 15C5 concentration in the 100 mM NaHCO3 electrolyte, we observe that the CO partial current density, jCO, logarithmically decreases with an increasing 15C5 concentration (Fig. 4d and Supplementary Fig. 11). We conceive that the macroscopically large EDL has a locally inhomogeneous structure comprising a compact part consisting of uncomplexed cations (with small d) and an uncondensed part consisting of 15C5-complexed cations (with large d); our experimental results indicate that the CO2RR of the compact part of the structure, where the interfacial electric field is more intense, dominates the total activity, and therefore, a linear dependence of the log jCO on the ratio of the compact part that is considered to be proportional to the bulk 15C5 concentration, is exhibited. Not only the long-range dipole–field interaction, but also the short-range direct interaction of the cation with the adsorbate CO2 has been highlighted recently10,53. Our DFT-CES simulation further revealed that the coordination number of Na+ to the adsorbed CO2 decreases from 1.0 to 0.3 when the cation is complexed with 15C5 (Supplementary Fig. 12). Thus, the decrease in the CO2RR activity can also be explained in terms of the decrease in the coordinating ability of a cation to the adsorbed CO2. In both mechanistic possibilities, our work demonstrates the importance of identifying the EDL structure for controlling the electrocatalytic activity.
In summary, we have elucidated the complete structural details of the EDL based on a direct theory–experiment comparison of the EDL capacitance that is an electrochemical signal known to be sensitive to the EDL structure. This study demonstrates the ability to explore the detailed EDL structures based on a combination of the first-principles-based simulation and SPEIS experiments and to further manipulate the electrocatalytic activity by tuning the EDL structure; this lays a foundation for establishing a link between the EDL structure and the electrocatalytic activity at a molecular level, that is a long-standing challenge in the electrochemistry.
Methods
DFT-CES simulations
Our mean-field quantum mechanics/molecular mechanics (QM/MM) multiscale simulation, namely, DFT-CES21, is implemented in our in-house code that combines the Quantum ESPRESSO54 density functional theory simulation engine and LAMMPS55 molecular dynamics simulation engine. Computational details can be found in the Supplementary Note 1.
Electrochemical measurements
Electrochemical measurements were conducted using an SP-150 potentiostat (Bio-Logic). An H-type electrochemical cell was fabricated using polyetheretherketone (PEEK) with a computer numerical control (CNC) milling machine (TinyCNC-SC, Tinyrobo). Each compartment of the cell had an opening area of 1.5 × 1.5 cm2 on one side, where the electrolyte was separated by a Nafion 115 membrane (DuPont). A graphite rod and a saturated Ag/AgCl electrode (RE-1A, EC-Frontier) were used as the counter and reference electrodes, respectively. The reference electrode was doubly separated using a glass bridge tube to avoid halogen contamination56. A single crystalline Ag foil with a (111) orientation (1 × 1 cm2, 99.999%, MTI) was used as the working electrode, the surface of which was covered with Kapton tape, and an opening area of 0.16 cm2 was ensured. The counter/reference and working electrodes were located in the different compartments of the electrochemical cell. Electrolytes were prepared by dissolving NaF (≥99%, Sigma-Aldrich) salts in ultrapure water (>18.2 MΩ, Arium® mini, Sartorius) with and without 15C5 (98%, Sigma-Aldrich).
Prior to each electrochemical measurement, the electrochemical cell was boiled in 0.5 M H2SO4 (98%, Daejung) and then ultrapure water for 2 h to clean the cell. The single-crystalline Ag electrode was chemically polished using the following procedure57,58,59. The Ag electrode was first immersed in a solution mixture of 0.3 M KCN (≥96%, Sigma-Aldrich) and H2O2 (29–32%, Alfa Aesar) with a volume ratio of 1.5/1 for 3 s, during which vigorous gas evolution occurred and thereafter, it was exposed to air for another 3 s. The Ag electrode was subsequently soaked in a 0.55 M KCN solution until gas evolution ceased, and it was thoroughly washed with ultrapure water. A highly reflective and homogenous surface was obtained after repeating the chemical polishing procedure 10 times. The Ag electrode surface was protected by a droplet of ultrapure water before it was transferred to the electrochemical cell. The differential capacitance was measured through SPEIS. The measurement was performed in a potential range from −1.3 to 0.2 V (vs SHE) with a frequency of 20 Hz and a potential amplitude of 10 mV in a deaerated electrolyte under Ar (5N) protection. The ohmic drop was compensated using a manual IR compensation (MIR, 85%) program during the SPEIS experiments.
The electrochemical CO2RR on the Ag(111) electrode was conducted in an H-type customized reactor consisting of separated compartments for the counter/reference and working electrodes, with a Nafion 115 membrane (DuPont). A 100 mM NaHCO3 solution (≥99.7%, Sigma-Aldrich) with and without 15C5 was used as the electrolyte, in which CO2 gas (5N) was continually bubbled at a flow rate of 20 sccm during the CO2RR. A sequential chronoamperometry was conducted for 1 h at each potential in a range from −1.4 to −0.8 V (vs SHE). The reaction products, H2 and CO, were monitored using an online gas chromatograph (GC; YL6500, YL Instrument) equipped with a thermal conductivity detector (TCD) and flame ionization detector (FID). A Carboxen-1000 column (12390-U, Supelco) was used for both TCD and FID, and Ar was used as the reference gas. All the potentials were compensated for IR loss.
Data availability
All data is available in the main text or supplementary information. Source data are provided with this paper. The DFT-CES raw data generated in this study are provided in the Source Data file. Source data are provided with this paper.
Code availability
The DFT-CES code has been deposited in the github database without accession code [https://github.com/SeungJay].
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Acknowledgements
This research was supported by the Samsung Science and Technology Foundation under Project Number SSTF-BA2101-08, and also by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIT) (No. 2021R1A5A1030054). We also acknowledge the support by the Korea Institute of Science and Technology Information (KISTI) National Supercomputing Center with supercomputing resources including technical support (KSC-2020-CHA-0006).
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H.K. and C.H.C. supervised the project. H.K. and H.-K.L. conceived the initial idea. S.-J.S. performed the DFT-CES simulation and analyzed the data. D.H.K. and G.B. performed the SPEIS experiments. S.R. analyzed the simulation results and contributed to manuscript editing. H.C. performed the CO2RR experiments. H.-K.L. contributed to development of algorithm of the DFT-CES simulation. All authors wrote and revised the manuscript.
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Shin, SJ., Kim, D.H., Bae, G. et al. On the importance of the electric double layer structure in aqueous electrocatalysis. Nat Commun 13, 174 (2022). https://doi.org/10.1038/s41467-021-27909-x
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DOI: https://doi.org/10.1038/s41467-021-27909-x
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