Online Detection of Lithium Plating Onset for Lithium-Ion Batteries Based on Impedance Changing Trend Identification During Charging Processes

被引:35
作者
Wang, Xueyuan [1 ,2 ]
Li, Jiawei [2 ,3 ]
Chen, Siqi [2 ,3 ]
Zhang, Guangxu [2 ,3 ]
Jiang, Bo [2 ,3 ]
Wei, Xuezhe [2 ,3 ]
Dai, Haifeng [2 ,3 ]
机构
[1] Tongji Univ, Dept Control Sci & Engn, Shanghai 201804, Peoples R China
[2] Tongji Univ, Clean Energy Automot Engn Ctr, Shanghai 201804, Peoples R China
[3] Tongji Univ, Sch Automot Studies, Shanghai 201804, Peoples R China
基金
中国国家自然科学基金;
关键词
Electrochemical impedance spectrum; extended Kalman filter (EKF); fast charge; lithium plating; lithium-ion batteries (LIBs); IN-SITU DETECTION; CELLS; TEMPERATURE; SPECTROSCOPY; DEPOSITION; CIRCUIT; SAFETY;
D O I
10.1109/TTE.2022.3224965
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Lithium-ion batteries (LIBs) with a graphite anode are currently the most popular in electric vehicles. Lithium plating may occur in such LIBs due to an inappropriate charging strategy, worsening safety, and cycle life. So far, there is still a lack of effective online detection methods for lithium plating onset. In this article, the broadband impedance in the charging process was measured with a proposed simultaneous and fast measurement method. By comparing with the electrochemical impedance spectra measured in the quasi-steady state, the correlation between the impedance changing trend and the lithium plating onset was revealed. A novel mechanism for the online detection of lithium plating onset was constructed based on the impedance changing trend identification, which is considered the main contribution of this article. The proposed method can identify the lithium plating onset within a short delay. The maximum errors of the detection method are within 4.5% represented in the state of charge (SOC), which is beneficial for optimal charging strategies to minimize the harm of lithium plating.
引用
收藏
页码:3487 / 3497
页数:11
相关论文
共 56 条
[1]   Application of the differential charging voltage analysis to determine the onset of lithium-plating during fast charging of lithium-ion cells [J].
Adam, A. ;
Knobbe, E. ;
Wandt, J. ;
Kwade, A. .
JOURNAL OF POWER SOURCES, 2021, 495
[2]   Fast-Charging of Automotive Lithium-Ion Cells: In-Situ Lithium-Plating Detection and Comparison of Different Cell Designs [J].
Adam, A. ;
Wandt, J. ;
Knobbe, E. ;
Bauer, G. ;
Kwade, A. .
JOURNAL OF THE ELECTROCHEMICAL SOCIETY, 2020, 167 (13)
[3]   Nonlinear aging of cylindrical lithium-ion cells linked to heterogeneous compression [J].
Bach, Tobias C. ;
Schuster, Simon F. ;
Fleder, Elena ;
Mueller, Jana ;
Brand, Martin J. ;
Lorrmann, Henning ;
Jossen, Andreas ;
Sextl, Gerhard .
JOURNAL OF ENERGY STORAGE, 2016, 5 :212-223
[4]   A new method for detecting lithium plating by measuring the cell thickness [J].
Bitzer, Bernhard ;
Gruhle, Andreas .
JOURNAL OF POWER SOURCES, 2014, 262 :297-302
[5]   Correlation of aging and thermal stability of commercial 18650-type lithium ion batteries [J].
Boerner, M. ;
Friesen, A. ;
Gruetzke, M. ;
Stenzel, Y. P. ;
Brunklaus, G. ;
Haetge, J. ;
Nowak, S. ;
Schappacher, F. M. ;
Winter, M. .
JOURNAL OF POWER SOURCES, 2017, 342 :382-392
[6]   In-Situ Detection of Lithium Plating Using High Precision Coulometry [J].
Burns, J. C. ;
Stevens, D. A. ;
Dahn, J. R. .
JOURNAL OF THE ELECTROCHEMICAL SOCIETY, 2015, 162 (06) :A959-A964
[7]   How Observable Is Lithium Plating? Differential Voltage Analysis to Identify and Quantify Lithium Plating Following Fast Charging of Cold Lithium-Ion Batteries [J].
Campbell, Ian D. ;
Marzook, Mohamed ;
Marinescu, Monica ;
Offer, Gregory J. .
JOURNAL OF THE ELECTROCHEMICAL SOCIETY, 2019, 166 (04) :A725-A739
[8]   Multi-objective optimization design for a double-direction liquid heating system-based Cell-to-Chassis battery module [J].
Chen, Siqi ;
Zhang, Guangxu ;
Wu, Changjun ;
Huang, Wensheng ;
Xu, Chengshan ;
Jin, Changyong ;
Wu, Yu ;
Jiang, Zhao ;
Dai, Haifeng ;
Feng, Xuning ;
Wei, Xuezhe ;
Ouyang, Minggao .
INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER, 2022, 183
[9]   Advanced battery management strategies for a sustainable energy future: Multilayer design concepts and research trends [J].
Dai, Haifeng ;
Jiang, Bo ;
Hu, Xiaosong ;
Lin, Xianke ;
Wei, Xuezhe ;
Pecht, Michael .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2021, 138
[10]   Studies on charging lithium-ion cells at low temperatures [J].
Fan, J ;
Tan, S .
JOURNAL OF THE ELECTROCHEMICAL SOCIETY, 2006, 153 (06) :A1081-A1092