2 papers
eess.SY2025
Bayesian Analysis of Interpretable Aging across Thousands of Lithium-ion Battery Cycles
Marc D. Berliner, Minsu Kim, Xiao Cui +5
The Doyle-Fuller-Newman (DFN) model is a common mechanistic model for lithium-ion batteries. The reaction rate constant and diffusivity within the DFN model are key parameters that…
eess.SY2024
Accounting for the Effects of Probabilistic Uncertainty During Fast Charging of Lithium-ion Batteries
Minsu Kim, Joachim Schaeffer, Marc D. Berliner +3
Batteries are nonlinear dynamical systems that can be modeled by Porous Electrode Theory models. The aim of optimal fast charging is to reduce the charging time while keeping batte…