[00688] Recovering Battery Ageing Dynamics with Invertible Neuronal Networks
Session Time & Room : 3C (Aug.23, 13:20-15:00) @G709
Type : Contributed Talk
Abstract : Modern Lithium-Ion-Batteries (LIBs) suffer from degradation. This leads to a dependency of the voltage-capacity-curve on the charge-discharge-cycle. However, there are different processes inducing this degradation, each with a different influence on the aforementioned curve. Given such a curve, we recover the ageing dynamic of each effect and identify how much it contributes to the overall degradation using Invertible Neuronal Networks.