Battery Capacity Estimation and Health Management of an Electric Vehicle Fleet

Abstract

International audience; This paper addresses the challenge of monitoring battery in fleets of electric vehicles (EV). The goal is to identify the different EV utilization modes, during real use, and to highlight the constraining conditions to manage battery health evolution. The other part of this study aims to build a battery capacity estimation model, permitting to estimate the remaining capacity of an EV during its real use. Finally, is explained a strategy to improve capacity estimates, based on the identified EV utilization modes.

Original document

The different versions of the original document can be found in:

• https://hal-cea.archives-ouvertes.fr/cea-01887971

• http://xplorestaging.ieee.org/ielx7/7005042/7006878/07007025.pdf?arnumber=7007025,

http://dx.doi.org/10.1109/vppc.2014.7007025

• https://ieeexplore.ieee.org/document/7007025,

https://academic.microsoft.com/#/detail/1974367361