Research on Modeling Technology of Lithium Battery

YANG Xi , LIU Shicheng , ZHOU Weiqin , HUANG Qixiang , ZU Wenxin , QU Shukang , LI Jianlin

Distributed Energy ›› 2021, Vol. 6 ›› Issue (4) : 77-82.

PDF(1421 KB)
PDF(1421 KB)
Distributed Energy ›› 2021, Vol. 6 ›› Issue (4) : 77-82. DOI: 10.16513/j.2096-2185.DE.2106538
Integrated Control Technology for Hydrogen and Renewable Energy Systems

Research on Modeling Technology of Lithium Battery

Author information +
History +

Abstract

With the introduction of the goal of carbon neutral and carbon peak, energy storage technology has been developed rapidly, among which lithium-ion batteries have been widely used due to their high safety performance and long life. In this paper, the Thevenin equivalent circuit model was selected to model the lithium-ion battery, and a Simulink simulation model was built, and then the extended Kalman filter algorithm was used to estimate the state of charge (SOC) of the battery. The simulation experiment results also verify the selection the Thevenin model has high accuracy. Finally, this paper sorted out the problems in battery modeling, and looked forward to the establishment of a high-precision, high-applicability lithium-ion battery simulation model and future development directions.

Key words

the targets of carbon peak and carbon neutrality / lithium-ion battery / battery modeling / Thevenin model / extended Kalman filter algorithm

Cite this article

Download Citations
Xi YANG , Shicheng LIU , Weiqin ZHOU , et al . Research on Modeling Technology of Lithium Battery[J]. Distributed Energy Resources. 2021, 6(4): 77-82 https://doi.org/10.16513/j.2096-2185.DE.2106538

References

[1]
黄际元,李欣然,曹一家,等. 面向电网调频应用的电池储能电源仿真模型[J]. 电力系统自动化2015, 39(18): 20-24.
HUANG Jiyuan, LI Xinran, CAO Yijia, et al. Battery energy storge power supply simulation model for power grid frequency regulation[J]. Automation of Electric Power Systems, 2015, 39(18): 20-24.
[2]
韩晓娟,艾瑶瑶,李相俊. 储能在电网中的应用价值及其商业模式[J]. 发电技术2018, 39(1): 77-83.
HAN Xiaojuan, AI Yaoyao, LI Xiangjun. Application value of energy storage systems in the power grid and its commercial modes [J]. Power Generation Technology, 2018, 39(1): 77-83.
[3]
屈星,李欣然,盛义发,等. 面向广义负荷的电池储能系统等效建模研究[J]. 电网技术2020, 44(3): 926-933.
QU Xing, LI Xinran, SHENG Yifa, et al. Research on equivalent modeling of battery energy storage system for load modeling[J]. Power System Technology, 2020, 44(3): 926-933.
[4]
李建林,屈树慷,黄孟阳,等. 锂离子电池建模现状研究综述[J]. 热力发电2021, 50(7): 1-7.
LI Jianlin, QU Shukang, HUANG Mengyang, et al. A review of current research on lithium-ion battery modeling[J]. Thermal Power Generation, 2021, 50(7): 1-7.
[5]
LI Yong, YANG Jue, LIU Weilong, et al. Multi-level model reduction and data-driven identification of the lithium-ion battery[J]. Energies, 2020, 13(15): 3791.
[6]
HE Hongwen, XIONG Rui, FAN Jinxin. Evaluation of lithium-ion battery equivalent circuit models for state of charge estimation by an experimental approach[J]. Energies, 2011, 4(4): 582-598.
[7]
郑旭,郭汾. 动力电池模型综述[J]. 电源技术2019, 43(3): 521-524.
ZHENG Xu, GUO Fen. Overview of power battery model[J]. Chinese Journal of Power Sources, 2019, 43(3): 521-524.
[8]
李练兵,季亮,祝亚尊,等. 等效循环电池组剩余使用寿命预测[J]. 工程科学学报2020, 42(6): 796-802.
LI Lianbing, JI Liang, ZHU Yazun, et al. Investigation of RUL prediction of lithium-ion battery equivalent cycle battery pack[J]. Chinese Journal of Engineering, 2020, 42(6): 796-802.
[9]
杨杰,王婷,杜春雨,等. 锂离子电池模型研究综述[J]. 储能科学与技术2019, 8(1): 58-64.
YANG Jie, WANG Ting, DU Chunyu, et al. Overview of the modeling of lithium-ion batteries[J]. Energy Storage Science and Technology, 2019, 8(1): 58-64.
[10]
熊会元,洪佳鹏,王攀,等. 基于正态分布的锂电池组建模仿真[J]. 电源技术2019, 43(10): 1626-1629.
XIONG Huiyuan, HONG Jiapeng, WANG Pan, et al. Modeling and simulation of lithium battery pack based on normal distribution[J]. Chinese Journal of Power Sources, 2019, 43(10): 1626-1629.
[11]
魏克新,陈峭岩. 基于多模型自适应卡尔曼滤波器的电动汽车电池荷电状态估计[J]. 中国电机工程学报2012, 32(31): 19-26.
WEI Kexin, CHEN Qiaoyan. Electric vehicle battery SOC estimation based on multiple-model adaptive Kalman filter[J]. Proceedings of the CSEE, 2012, 32(31): 19-26.
[12]
李腾,林成涛,陈全世. 磷酸铁锂电池组成组过程的不一致性分析[J]. 清华大学学报(自然科学版), 2012, 52(7): 1001-1006.
LI Teng, LIN Chengtao, CHEN Quanshi. Inconsistency analysis of LiFePO4 battery packing[J]. Journal of Tsinghua University (Science and Technology), 2012, 52(7): 1001-1006.
[13]
李建杰. 电动汽车动力锂电池建模、仿真及均衡控制研究[D]. 郑州:郑州大学,2020: 18-43.
LI Jianjie. Research on modeling, simulation and equalization control for power lithium battery of electric vehicle[D]. Zhengzhou: Zhengzhou University, 2020: 18-43.
[14]
王震坡,孙逢春,林程. 不一致性对动力电池组使用寿命影响的分析[J]. 北京理工大学学报2006(7): 577-580.
WANG Zhenpo, SUN Fengchun, LIN Cheng. An analysis on the influence of inconsistencies upon the service life of power battery packs[J]. Transactions of Beijing Institute of Technology, 2006(7): 577-580.
[15]
彭思敏,施刚,蔡旭,等. 基于等效电路法的大容量蓄电池系统建模与仿真[J]. 中国电机工程学报2013, 33(7): 11-18.
PENG Simin, SHI Gang, CAI Xu, et al. Modeling and simulation of large capacity battery systems based on the equivalent circuit method[J]. Proceedings of the CSEE, 2013, 33(7): 11-18.
[16]
孙楠. 电池储能电站等值建模方法研究[D]. 吉林:东北电力大学,2018.
Sun Nan. Research on equivalent modeling method for battery energy storage power station[D]. Jilin: Northeast Electric Power University, 2018.
[17]
庞景月,马云彤,刘大同,等. 锂离子电池剩余寿命间接预测方法[J]. 中国科技论文2014, 9(1): 28-36.
PANG Jingyue, MA Yuntong, LIU Datong, et al. Indirect remaining useful life prognostics for lithium-ion battery[J]. China Sciencepaper, 2014, 9(1): 28-36.
[18]
DUBARRY M, VUILLAUME N, LIAW B Y. From single cell model to battery pack simulation for li-ion batteries[J]. Journal of Power Sources, 2008, 186(2). 500-507.
[19]
LEE Jaehyung, AHN Jung-Hoon, LEE Byoung Kuk. A novel li-ion battery pack modeling considering single cell information and capacity variation[C]//Proceedings of the 9th Annual IEEE Energy Conversion Congress and Exposition (ECCE), Cincinnati, OH, 2017: 5242-5247.

Funding

Science and Technology Research and Development Project of Yunnan Energy Research Institute Co., Ltd.(YNTYJY-2021-11-0001)
PDF(1421 KB)

Accesses

Citation

Detail

Sections
Recommended

/