An Improved Algorithm of SOC Testing Based on Open-Circuit Voltage-Ampere Hour Method

被引:0
作者
Deng, Ye [1 ]
Hu, Yueli [1 ]
Cao, Yang [1 ]
机构
[1] Shanghai Univ, Microelect R&D Ctr, Shanghai 200072, Peoples R China
来源
INTELLIGENT COMPUTING IN SMART GRID AND ELECTRICAL VEHICLES | 2014年 / 463卷
关键词
LiMn2O4; battery; SOC estimation; battery model; open-circuit voltage; ampere-hour integral method;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
An improved algorithm is proposed to estimate the SOC of the lithium-ion. Based on the combination of the open-circuit voltage and the Ampere-Hour integral measurements, aimed at the long standing time and error accumulation, improved the algorithm. Assessed manganese acid lithium battery, obtained the relationship between VOC and SOC and the optimal parameter, we can estimate the open-circuit voltage of the lithium battery in a short time by the model parameters, which greatly reduces the open circuit voltage method of incubation time. When charging or discharging the battery, compute the variation of the SOC through Ampere-Hour integral. Experiment confirmed the accuracy of the algorithm. This algorithm can accurately estimate the SOC thus has a certain reference value for the research of lithium battery management system.
引用
收藏
页码:258 / 267
页数:10
相关论文
共 13 条
[1]   Battery-Management System (BMS) and SOC Development for Electrical Vehicles [J].
Cheng, K. W. E. ;
Divakar, B. P. ;
Wu, Hongjie ;
Ding, Kai ;
Ho, Ho Fai .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2011, 60 (01) :76-88
[2]   State-of-Charge Estimation of the Lithium-Ion Battery Using an Adaptive Extended Kalman Filter Based on an Improved Thevenin Model [J].
He, Hongwen ;
Xiong, Rui ;
Zhang, Xiaowei ;
Sun, Fengchun ;
Fan, JinXin .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2011, 60 (04) :1461-1469
[3]   A comparative study of equivalent circuit models for Li-ion batteries [J].
Hu, Xiaosong ;
Li, Shengbo ;
Peng, Huei .
JOURNAL OF POWER SOURCES, 2012, 198 :359-367
[4]  
Li SM, 2011, ADV INTEL SOFT COMPU, V112, P1
[5]  
Li Zhe, 2010, Journal of Tsinghua University (Science and Technology), V50, P1293
[6]  
Lin Z. Q., 2009, J GUIZHOU U, V26, P108
[7]  
[刘彦忠 Liu Yanzhong], 2011, [电力电子技术, Power Electronics], V45, P48
[8]  
[时玮 Shi Wei], 2010, [电子测量与仪器学报, Journal of Electronic Measurement and Instrument], V24, P769
[9]  
[汪涵 Wang Han], 2011, [电源技术, Chinese Journal of Power Sources], V35, P1198
[10]  
[王占国 Wang Zhanguo], 2012, [北京交通大学学报. 自然科学版, Journal of Beijing Jiaotong University], V36, P91