Electrochemical impedance analysis of solid oxide fuel cell electrolyte using
kinetic Monte Carlo technique
Rojana Pornprasertsuk
a,
⁎
, Jeremy Cheng
a
, Hong Huang
b
, Fritz B. Prinz
a,b
a
Department of Materials Science and Engineering, Stanford University, Stanford, CA 94305, United States
b
Department of Mechanical Engineering, Stanford University, Stanford, CA 94305, United States
Received 22 March 2006; received in revised form 19 December 2006; accepted 27 December 2006
Abstract
Quantum calculations complemented with kinetic Monte Carlo (KMC) simulations were performed to simulate impedance measurements in
yttria stabilized zirconia (YSZ). The purpose of this study is aimed at gaining insight into the oxide ion diffusion process and the space charge
double layer at the electrode–electrolyte interface subject to applied alternating potentials, and the dependence of impedance and double layer
capacitance on the thickness of the electrolyte. The first step involves density functional theory (DFT) calculations to obtain a migration energy
barrier database for oxide ions in YSZ. KMC simulations were subsequently performed to simulate the movement of oxide ions using the database
with potential energy corrections under applied alternating potentials at different frequency domains. At low frequencies, the simulations show
that oxide ions have sufficient time to migrate across the electrolyte and accumulate at the electrode–electrolyte interface creating a double layer
with a space charge. The thicker electrolytes require longer time to attain same number of oxide–ion vacancies at the electrode–electrolyte
interface. The current has the same phase shift as the applied potential. At high frequencies, only local movements of oxide ions are observed;
therefore, there is no space charge accumulated at the electrode–electrolyte interface. The current response is shifted 90° from the applied
potential. The resistance and geometric capacitance extracted from simulated Nyquist plots are linearly proportional to the thickness, as expected.
The double layer capacitance is thickness independent and is approximately three orders of magnitude higher than the geometric capacitance. The
temperature dependence of the resistance, the geometric and double layer capacitance was observed to have an activation energy of 0.67, 0.08 and
0.12 eV, respectively, at 400–700 K. The activation energies of the conductivity at both electrolyte thicknesses are similar to the results obtained
by the KMC simulations in the random walk process. The activation energies and the values of both geometric and double layer capacitances can
be related to experimental data indicating the validity of the described method.
© 2007 Elsevier B.V. All rights reserved.
Keywords: Density functional theory; Kinetic Monte Carlo simulation; Electrochemical impedance measurement; Solid oxide fuel cell electrolyte; Yttria stabilized
zirconia (YSZ); Double layer capacitance; Electrochemical impedance spectroscopy
1. Introduction
Yttria stabilized zirconia (YSZ) is one of the most common
electrolyte materials used in solid oxide fuel cells (SOFC) due to
its stability and high ionic conductivity. Several atomistic
modeling techniques have been used to understand oxide ion
diffusion in solid oxide fuel cell electrolytes [1–3]. Shimojo and
Okazaki [1] performed molecular dynamics (MD) simulations of
oxide–ion diffusion in YSZ to study the dependence of the ionic
conductivity on the dopant concentration. Similarly, our previous
study [2] and Krishnamurthy et al. [3] used quantum simulation
complemented with kinetic Monte Carlo (KMC) to study the
oxide ion diffusion as random walk process at different dopant
concentrations, entirely from first principles calculations.
In our previous study [2], density functional theory (DFT) in
the local density approximation with gradient correction calcula-
tions were used to calculate the migration barriers in YSZ as the
diffusing oxide ion moved to an adjacent vacancy. The migration
barrier (ΔE
m
0
) calculations were assumed to depend only on first
nearest-neighbor cations surrounding the oxide–ion vacancy and
the diffusing oxide ion. The migration energy from the DFT
calculations is used to determine the probability that an oxide ion
jumps from its lattice site into an adjacent vacancy. Since different
Solid State Ionics 178 (2007) 195 – 205
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⁎
Corresponding author.
E-mail address: rojana@stanford.edu (R. Pornprasertsuk).
0167-2738/$ - see front matter © 2007 Elsevier B.V. All rights reserved.
doi:10.1016/j.ssi.2006.12.016