Prognosticating nonlinear degradation in lithium-ion batteries: operando pressure as an early indicator preceding other signals of capacity fade and safety risks

被引:11
作者
Ding, Shicong [1 ,2 ]
Wang, Li [2 ]
Dai, Haifeng [1 ]
He, Xiangming [2 ]
机构
[1] Tongji Univ, Sch Automot Studies, 4800 Caoan Rd, Shanghai 201804, Peoples R China
[2] Tsinghua Univ, Inst Nucl & New Energy Technol, Beijing 100084, Peoples R China
关键词
Lithium-ion battery; Nonlinear aging; Operando pressure measurements; Early prediction; Evolution of pressure profiles; GRAPHITE; EVOLUTION; ELECTRODE; MODULUS;
D O I
10.1016/j.ensm.2024.103998
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
Lithium-ion batteries occasionally experience sudden drops in capacity, and nonlinear degradation significantly curtails battery lifespan and poses risks to battery safety. However, methods for pinpointing and forecasting the knee-point of nonlinear degradation based solely on electrical signals are not yet timely. In this research, we monitored stress development during extended cycling by conducting precise operando pressure measurements on confined pouch cells. We observed that irreversible cumulative mechanical pressure signals precede the onset of nonlinear battery degradation as indicated by electrical signals. Furthermore, we delved into the mechanism behind pressure signals' ability to foretell the knee-point earlier than electrical signals, which was further substantiated through in-situ and post-mortem analyses. Moreover, we carried out a theoretical dissection to separate the pressure contributions from the anode and cathode, aiming to correlate the pressure profile evolution at the electrode and cell levels with various degradation modes. This proof-of-concept study, spanning the entire battery lifecycle, has shown that pressure signal monitoring can swiftly differentiate between distinct degradation modes. Consequently, this work clears the path for the deployment of simple pressure sensors mounted on the battery surface to diagnose battery degradation pathways.
引用
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页数:14
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共 82 条
[1]   Review-"Knees" in Lithium-Ion Battery Aging Trajectories [J].
Attia, Peter M. ;
Bills, Alexander ;
Brosa Planella, Ferran ;
Dechent, Philipp ;
dos Reis, Goncalo ;
Dubarry, Matthieu ;
Gasper, Paul ;
Gilchrist, Richard ;
Greenbank, Samuel ;
Howey, David ;
Liu, Ouyang ;
Khoo, Edwin ;
Preger, Yuliya ;
Soni, Abhishek ;
Sripad, Shashank ;
Stefanopoulou, Anna G. ;
Sulzer, Valentin .
JOURNAL OF THE ELECTROCHEMICAL SOCIETY, 2022, 169 (06)
[2]   Degradation diagnostics for lithium ion cells [J].
Birkl, Christoph R. ;
Roberts, Matthew R. ;
McTurk, Euan ;
Bruce, Peter G. ;
Howey, David A. .
JOURNAL OF POWER SOURCES, 2017, 341 :373-386
[3]   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
[4]   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
[5]   Stress evolution and capacity fade in constrained lithium-ion pouch cells [J].
Cannarella, John ;
Arnold, Craig B. .
JOURNAL OF POWER SOURCES, 2014, 245 :745-751
[6]   Health prognostics for lithium-ion batteries: mechanisms, methods, and prospects [J].
Che, Yunhong ;
Hu, Xiaosong ;
Lin, Xianke ;
Guo, Jia ;
Teodorescu, Remus .
ENERGY & ENVIRONMENTAL SCIENCE, 2023, 16 (02) :338-371
[7]   Dead lithium: mass transport effects on voltage, capacity, and failure of lithium metal anodes [J].
Chen, Kuan-Hung ;
Wood, Kevin N. ;
Kazyak, Eric ;
LePage, William S. ;
Davis, Andrew L. ;
Sanchez, Adrian J. ;
Dasgupta, Neil P. .
JOURNAL OF MATERIALS CHEMISTRY A, 2017, 5 (23) :11671-11681
[8]   Electrochemical model boosting accurate prediction of calendar life for commercial LiFePO4|graphite cells by combining solid electrolyte interface side reactions [J].
Chen, Long ;
Ding, Shicong ;
Wang, Li ;
Zhu, Feng ;
Zhu, Xiayu ;
Zhang, Songtong ;
Dai, Haifeng ;
He, Xiangming ;
Cao, Gaoping ;
Qiu, Jinyi ;
Zhang, Hao .
APPLIED ENERGY, 2024, 376
[9]   Operando detection of Li plating during fast charging of Li-ion batteries using incremental capacity analysis [J].
Chen, Yuxin ;
Torres-Castro, Loraine ;
Chen, Kuan-Hung ;
Penley, Daniel ;
Lamb, Joshua ;
Karulkar, Mohan ;
Dasgupta, Neil P. .
JOURNAL OF POWER SOURCES, 2022, 539
[10]   Morphology and modulus evolution of graphite anode in lithium ion battery: An in situ AFM investigation [J].
Deng Xin ;
Liu XingRui ;
Yan HuiJuan ;
Wang Dong ;
Wan LiJun .
SCIENCE CHINA-CHEMISTRY, 2014, 57 (01) :178-183