Battery modelling methods for electric vehicles - A review

Author

Cheng Zhang ; Kang Li ; McLoone, S. ; Zhile Yang

Author_Institution

Sch. of Electron., Electr. Eng. & Comput. Sci, Queen´s Univ., Belfast, UK

fYear

2014

fDate

24-27 June 2014

Firstpage

2673

Lastpage

2678

Abstract

Electric vehicles and hybrid electric vehicles are rapidly gaining popularity as an important means of decarbonizing the transport sector in tackling sustainable energy supply and environment pollution problems. To build a proper battery model is essential in predicting battery behaviour under various operating conditions for avoiding unsafe battery operations and in developing proper controlling algorithms and maintenance strategies. This paper presents a comprehensive review of battery modelling methods. In particular, the mechanism and characteristics of Li-ion batteries are presented, and different modelling methods are discussed. Considering that equivalent electric circuit models are most widely used in the battery management system, a detailed analysis of the modelling procedure is presented.

Keywords

battery management systems; hybrid electric vehicles; maintenance engineering; secondary cells; Li-ion battery characteristic; battery behaviour prediction; battery management system; battery modelling method; controlling algorithm; environment pollution tackling; hybrid electric vehicle; maintenance strategy; sustainable energy supply; unsafe battery operations avoiding; Analytical models; Batteries; Computational modeling; Integrated circuit modeling; Mathematical model; System-on-chip; Temperature measurement;

fLanguage

English

Publisher

ieee

Conference_Titel

Control Conference (ECC), 2014 European

Conference_Location

Strasbourg

Print_ISBN

978-3-9524269-1-3

Type

conf

DOI

10.1109/ECC.2014.6862541

Filename

6862541