Overview of Lithium-ion Battery SOC Estimation

被引:0
作者
Zhou, Yimin [1 ]
Li, Xiaoyun [1 ]
机构
[1] Univ Hong Kong, Chinese Acad Sci, Shenzhen Inst Adv Technol, Hong Kong, Hong Kong, Peoples R China
来源
2015 IEEE INTERNATIONAL CONFERENCE ON INFORMATION AND AUTOMATION | 2015年
关键词
Lithium-ion battery; State of Charge (SOC); Equivalent model; Measurement; STATE; CHARGE; PACKS;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, different types of batteries are summarized which are used in electric vehicles. The performance of the battery, including material, duration, environment impact such factors can seriously restrain the development of renewable vehicles. Battery state-of-charge ( SOC) plays an important role in vehicle driving regulation. Hence, the methods of battery SOC estimation based on different kinds of lithium-ion batteries are discussed. Each methods has its own advantages and disadvantages in the SOC estimation. Only the combination of two or more methods for SOC estimation can provide full and more accurate SOC estimation in all applied situations, i.e., driving or still states.
引用
收藏
页码:2454 / 2459
页数:6
相关论文
共 23 条
[1]   Government policy and the development of electric vehicles in Japan [J].
Åhman, M .
ENERGY POLICY, 2006, 34 (04) :433-443
[2]   A BATTERY STATE-OF-CHARGE INDICATOR FOR ELECTRIC WHEELCHAIRS [J].
AYLOR, JH ;
THIEME, A ;
JOHNSON, BW .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 1992, 39 (05) :398-409
[3]   State of charge Kalman filter estimator for automotive batteries [J].
Barbarisi, O ;
Vasca, F ;
Glielmo, L .
CONTROL ENGINEERING PRACTICE, 2006, 14 (03) :267-275
[4]   Impedance-based simulation models of supercapacitors and Li-ion batteries for power electronic applications [J].
Buller, S ;
Thele, M ;
De Doncker, RWAA ;
Karden, E .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2005, 41 (03) :742-747
[5]   A New State of Charge Estimation Method for LiFePO4 Battery Packs Used in Robots [J].
Chang, Ming-Hui ;
Huang, Han-Pang ;
Chang, Shu-Wei .
ENERGIES, 2013, 6 (04) :2007-2030
[6]  
Dong C, 2014, 2014 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION (IEEE ICMA 2014), P2022, DOI 10.1109/ICMA.2014.6886014
[7]  
Dowgiallo Jr Edward J., 1984, SOURC P POW SOURC S, P203
[8]  
[郭春林 Guo Chunlin], 2012, [汽车工程, Automotive Engineering], V34, P852
[9]  
Kalman Rudolf Emil, 1960, THESIS
[10]  
KIM T, 2013, IEEE APPL POW EL C E, P563