Statistical Method Tools to Analyze Ageing Effects on Li-Ion Battery Performances

2013-01-1429

04/08/2013

Event
SAE 2013 World Congress & Exhibition
Authors Abstract
Content
This paper describes the analysis of recorded data parameters from electrical battery ageing during electric vehicle use. These data allow traditional battery ageing investigation based on resulting capacity fade and resistance raise. The measured variables are examined in order to explain the battery ageing obtained during the experiment. Such study enables us to identify the main ageing factors. Then, detailed statistical dependency explorations present results on battery ageing phenomena. All studies are done on real data collected from Lithium-ion battery; thereby results demonstrate and quantify a relationship between variables and battery ageing mechanisms.
Meta TagsDetails
DOI
https://doi.org/10.4271/2013-01-1429
Pages
11
Citation
Barré, A., Suard, F., Gerard, M., Montaru, M. et al., "Statistical Method Tools to Analyze Ageing Effects on Li-Ion Battery Performances," SAE Technical Paper 2013-01-1429, 2013, https://doi.org/10.4271/2013-01-1429.
Additional Details
Publisher
Published
Apr 8, 2013
Product Code
2013-01-1429
Content Type
Technical Paper
Language
English