Abstract:When the EVs work in the low temperature areas, the performance of battery pack will decline. Low temperature has a big impact on the charge/discharge capacity of battery pack. In order to ensure the EVs can work normally in low temperature areas, accurate SOC estimation is essential. In this paper, an improved ampere-hour counting method which is suitable for different temperature conditions is proposed. This algorithm mainly considers the available capacity variation of battery at different temperature impacts on SOC estimation. In addition, SOC can be converted at different temperatures. Through the platform experimental verification, this algorithm has high accuracy in different temperature environment.
冯飞, 逯仁贵, 朱春波. 一种锂离子电池低温SOC估计算法[J]. 电工技术学报, 2014, 29(7): 53-58.
Feng Fei, Lu Rengui, Zhu Chunbo. State of Charge Estimation of Li-Ion Battery at Low Temperature. Transactions of China Electrotechnical Society, 2014, 29(7): 53-58.
[1] Hong Sun Park, Chong Eun Kim, Chol Ho Kim, et al. A modularized charge equalization converter for a hybrid electric vehicle lithium-ion battery stack[J]. Journal of Power Electronics, 2007(7): 343-352. [2] 李哲, 韩雪冰, 卢兰光, 等. 动力型磷酸铁锂电池的温度特性[J]. 机械工程学报, 2011(18): 115-120. Li Zhe, Han Xuebing, Lu Languang, et al. Temperature characteristics of power LiFePO4 batteries[J]. Journal of Mechanical Engineering, 2011(18): 115-120. [3] 于海芳, 逯仁贵, 朱春波, 等. 基于安时法的镍氢电池SOC估计误差校正[J]. 电工技术学报, 2012, 27(6): 12-18. Yu Haifang, Lu Rengui, Zhu Chunbo, et al. State of charge estimation calibration for Ni-MH battery based on ampere-hour method[J]. Transactions of China Electrotechnical Society, 2012, 27(6): 12-18. [4] 李哲, 卢兰光, 欧阳明高. 提高安时积分法估算电池SOC精度的方法比较[J]. 清华大学学报(自然科学版), 2010, 50(8): 1293-1296. Li Zhe, Lu Langguang, Ouyang Minggao. Comparison of methods for improving SOC estimation accuracy through an ampere-hour integeration approach[J]. Tsinghua Univ(Sci & Tech), 2010, 50(8): 1293-1296. [5] Eberhard Meissner, Gerolf Richter. Battery monitoring and electrical energy management precondition for future vehicle electric power systems[J]. Journal of Power Sources, 2003, 116(1-2): 79-98. [6] Srdjan M Lukic, Jian Cao, Ramesh C Bansal, et al. Energy storage systems for automotive applications [J]. IEEE Transactions on Industrial Electronics, 2008, 55(6): 2258-2267. [7] Sabine Piller, Marion Perrin, Andreas Jossen. Methods for state-of-charge determination and their application [J]. Journal of Power Sources, 2001, 96(1): 113-120. [8] Seongjun Lee, Jonghoon Kim, Jaemoon Lee, et al. State-of-charge and capacity estimation of lithium-ion battery using a new open-circuit voltage versus state-of-charge[J]. Journal of Power Sources, 2008, 185(2): 1367-1373. [9] Gregory L Plett. Extended Kalman filtering for battery management systems of LiPB-based HEV battery packs part 1. background[J]. Journal of Power Sources, 2004, 134(2): 252-261. [10] Wu Guoliang, Lu Rengui, Zhu Chunbo, et al. An improved ampere-hour method for battery state of charge estimation based on temperature, coulomb efficiency model and capacity loss model[C]. IEEE Vehicle Power and Propulsion Conference, 2010: 1-4. [11] Battery Test Manual For Plug-In Hybrid Electric Vehicles, 2008: 4-5.