TY - JOUR
T1 - Sensitivity Analysis of Electrochemical Double Layer Approximations on Electrokinetic Predictions
T2 - Case Study for CO Reduction on Copper
AU - Wong, Andrew Jark Wah
AU - Tran, Bolton
AU - Agrawal, Naveen
AU - Goldsmith, Bryan R.
AU - Janik, Michael J.
N1 - Publisher Copyright:
© 2024 American Chemical Society.
PY - 2024/7/4
Y1 - 2024/7/4
N2 - Density functional theory (DFT) modeling has been useful to electrocatalyst research, yet simulating the complexities of the electrode-electrolyte interface hinders progress in understanding reaction mechanisms and the underlying kinetics. Though many approaches to incorporating electrochemical double layer (EDL) features in DFT calculations have been developed, uncertainty in interfacial solvent properties and the distribution of ions leave the impact of the EDL on electrocatalytic kinetics unclear. Elucidating the sensitivity of DFT predictions to the EDL properties and model is crucial. Herein, we use an analytical Grand Canonical DFT framework (aGC-DFT) to quantify the sensitivity of potential-dependent activation energies to parameters of the EDL, incorporating a Helmholtz EDL model with varying dielectric constant (ϵr) and EDL width (d). We compute the activation barriers for OC-H, CO-H, and OC-CO bond formation from CO* on Cu. These elementary reactions are critical within the heavily debated reaction mechanism of CO2 reduction and are likely to impact overall activity and product selectivity. We show the aGC-DFT method produces consistent results with explicit GC-DFT calculations, while enabling probing of the EDL model sensitivity at a much lower computational cost. Reaction steps with significant dipole moment changes (i.e., CO-H bond formation) are highly sensitive to the chosen EDL parameters, such that the relative barriers of the OC-H, CO-H, and OC-CO bond formation steps depend significantly on EDL properties. Without knowledge of the interfacial properties of the EDL, there is substantial uncertainty in activation barriers and elementary reaction rates within a DFT analysis of electrocatalytic kinetics.
AB - Density functional theory (DFT) modeling has been useful to electrocatalyst research, yet simulating the complexities of the electrode-electrolyte interface hinders progress in understanding reaction mechanisms and the underlying kinetics. Though many approaches to incorporating electrochemical double layer (EDL) features in DFT calculations have been developed, uncertainty in interfacial solvent properties and the distribution of ions leave the impact of the EDL on electrocatalytic kinetics unclear. Elucidating the sensitivity of DFT predictions to the EDL properties and model is crucial. Herein, we use an analytical Grand Canonical DFT framework (aGC-DFT) to quantify the sensitivity of potential-dependent activation energies to parameters of the EDL, incorporating a Helmholtz EDL model with varying dielectric constant (ϵr) and EDL width (d). We compute the activation barriers for OC-H, CO-H, and OC-CO bond formation from CO* on Cu. These elementary reactions are critical within the heavily debated reaction mechanism of CO2 reduction and are likely to impact overall activity and product selectivity. We show the aGC-DFT method produces consistent results with explicit GC-DFT calculations, while enabling probing of the EDL model sensitivity at a much lower computational cost. Reaction steps with significant dipole moment changes (i.e., CO-H bond formation) are highly sensitive to the chosen EDL parameters, such that the relative barriers of the OC-H, CO-H, and OC-CO bond formation steps depend significantly on EDL properties. Without knowledge of the interfacial properties of the EDL, there is substantial uncertainty in activation barriers and elementary reaction rates within a DFT analysis of electrocatalytic kinetics.
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U2 - 10.1021/acs.jpcc.4c01457
DO - 10.1021/acs.jpcc.4c01457
M3 - Article
AN - SCOPUS:85196959905
SN - 1932-7447
VL - 128
SP - 10837
EP - 10847
JO - Journal of Physical Chemistry C
JF - Journal of Physical Chemistry C
IS - 26
ER -