activity
20182020
most citedOptimal design of experiments for a lithium-ion cell: parameters identification of an isothermal single particle model with electrolyte dynamics

59 citations · 60 across the 5 of their papers we have counts for

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Showing 2020Show all

2 papers · 1 filter

cs.CE2020

Global Sensitivity Methods for Design of Experiments in Lithium-ion Battery Context

Andrea Pozzi, Xiangzhong Xie, Davide M Raimondo +1

Battery management systems may rely on mathematical models to provide higher performance than standard charging protocols. Electrochemical models allow us to capture the phenomena…

eess.SY2020

Reinforcement Learning-based Fast Charging Control Strategy for Li-ion Batteries

Saehong Park, Andrea Pozzi, Michael Whitmeyer +4

One of the most crucial challenges faced by the Li-ion battery community concerns the search for the minimum time charging without irreversibly damaging the cells. This can fall in…