Analysis of the number of replicates required for Li-ion battery degradation testing
Artikel i vetenskaplig tidskrift, 2024

Aging prediction of Lithium Ion Batteries is of major importance for assessing both longevity and sustainability of any battery system. In addition to the aging itself, aging trajectories are also dependent on the cell-to-cell variability that is caused by production tolerances. To be able to accurately model and predict the aging of battery systems, researchers and manufacturers must thus take the cell-to-cell variability into account when modelling battery aging. This paper contributes to the methodology for including cell-to-cell variability in aging testing by generating empirical aging data for a large number of replicates of commercial battery cells and assessing prediction stability. The conclusion from several different methods of evaluation is that a minimum of 4 replicates is required to accurately capture cell-to-cell variability in aging testing and modelling. The typical variance for the tested cells was about 10% of the capacity lost at any given point in testing.

State of health

Battery aging

Li-ion batteries

Aging statistics

Författare

Kristian Bartholdsson Frenander

Chalmers, Elektroteknik, Elkraftteknik

Volvo

Torbjörn Thiringer

Chalmers, Elektroteknik, Elkraftteknik

Journal of Energy Storage

2352-152X (eISSN)

Vol. 102 114014

Ämneskategorier

Annan kemiteknik

Sannolikhetsteori och statistik

DOI

10.1016/j.est.2024.114014

Mer information

Senast uppdaterat

2024-10-17