Deformed Butler-Volmer Models for Convex Semilogarithmic Current-Overpotential Profiles of Li-ion Batteries

TL;DR

This paper introduces deformed Butler-Volmer models to better fit nonlinear convex current-overpotential profiles observed in Li-ion batteries, extending traditional models with non-Boltzmann distributions for improved analysis.

Contribution

The paper develops and validates two novel deformed BV models based on q- and kappa-exponentials for analyzing complex battery data.

Findings

Deformed models fit experimental data better than standard BV.

Non-Boltzmann distributions effectively describe nonequilibrium battery behavior.

Models applied successfully to LiFePO4 and Li-O2 batteries.

Abstract

The Butler-Volmer (BV) equation links the current flux crossing an electrochemical interface to the electric potential drop across it with the assumption of Arrhenius kinetics and the Boltzmann factor. Applying the semilogarithmic Tafel analysis in which the logarithm of current is plotted vs. the overpotential one expects straight lines from which the fundamental reaction rate of the kinetic process can be computed. However, some Li-ion battery data, which is the focus here, show nonlinear convex profiles that cannot be adequately fitted with the standard BV model. We propose instead two deformed BV models for the analysis of such types of behaviors constructed from the superposition of cells exhibiting only local equilibrium and thus giving rise to the power-law $q$-exponential and $\kappa$-exponential functions. Non-Boltzmann distributions have been successfully employed for the modeling of a wide spectrum of physical systems in nonequilibrium situations, but not yet for batteries. We verify the validity of the deformed BV models on experimental data obtained from \ce{LiFePO4} and \ce{Li}-\ce{O2} batteries.