no code implementations • 29 Nov 2021 • Weihan Li, Haotian Zhang, Bruis van Vlijmen, Philipp Dechent, Dirk Uwe Sauer
In this paper, we propose a data-driven prognostics framework to predict both capacity and power fade simultaneously with multi-task learning.
no code implementations • 23 Oct 2021 • Fabian Rücker, Ilka Schoeneberger, Till Wilmschen, Ahmed Chahbaz, Philipp Dechent, Felix Hildenbrand, Elias Barbers, Matthias Kuipers, Jan Figgener, Dirk Uwe Sauer
The end-of-life for a cell cycled with 80 % DOD around an SOC of 50 % is reached after 3634 equivalent full cycles which equates to a driving distance of over 420000 km.