Influence of the anode overhang on the open-circuit voltage and the ageing of lithium-ion batteries-A model based study

被引:25
作者
Hildenbrand, Felix [1 ]
Ditscheid, Dominik [1 ]
Barbers, Elias [1 ,2 ,3 ]
Sauer, Dirk Uwe [1 ,2 ,3 ]
机构
[1] ISEA RWTH, Campus Blvd 89, D-52074 Aachen, Germany
[2] Forschungszentrum Julich, Helmholtz Inst Muenster HI MS, IEK 12, Campus Blvd 89, D-52074 Aachen, Germany
[3] JARA Energy, D-52425 Julich, Germany
关键词
Ageing model; Anode overhang; Bayesian optimisation; Lithium-ion batteries; Machine learning; CAPACITY RECOVERY; CYCLE LIFE; CALENDAR; CELLS; MECHANISMS; TESTS;
D O I
10.1016/j.apenergy.2022.120395
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
The anode overhang has been proven to be a non-negligible influencing factor in the ageing trajectory of lithium-ion batteries. It acts through the transfer of active lithium between the anode overhang and the active anode by changing reversibly the cell balancing. In this work, the anode overhang is proven to influence the open-circuit voltage. Through a high-precision measurement, a persistent rise of the open-circuit voltage was observed, which we have demonstrated to originate in the anode overhang effect. The dimensions and structure of the anode overhang were verified by a post-mortem analysis of the cell and matched with the voltage behaviour. Derived from this finding, an existing electrical-thermal ageing model was extended to allow the simulation of the interaction between the anode overhang and the capacity. With a Bayesian optimisation approach, the extended model allowed to drastically improve model parametrisation when ageing test data include an increase in capacity. The resulting model was verified with the simulation of two ageing profiles, each including varying ageing conditions and phases of capacity recovery. The model allows ageing predictions with a deviation below 4% of the remaining capacity after more than 750 days of ageing. The model is publicly available as part of an open-source project.
引用
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页数:10
相关论文
共 33 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]   Production caused variation in capacity aging trend and correlation to initial cell performance [J].
Baumhoefer, Thorsten ;
Bruehl, Manuel ;
Rothgang, Susanne ;
Sauer, Dirk Uwe .
JOURNAL OF POWER SOURCES, 2014, 247 :332-338
[3]   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
[4]   Communication-Identifying and Managing Reversible Capacity Losses that Falsify Cycle Ageing Tests of Lithium-Ion Cells [J].
Burrell, Robert ;
Zulke, Alana ;
Keil, Peter ;
Hoster, Harry .
JOURNAL OF THE ELECTROCHEMICAL SOCIETY, 2020, 167 (13)
[5]   Calendar and cycle life study of Li(NiMnCo)O2-based 18650 lithiumion batteries [J].
Ecker, Madeleine ;
Nieto, Nerea ;
Kaebitz, Stefan ;
Schmalstieg, Johannes ;
Blanke, Holger ;
Warnecke, Alexander ;
Sauer, Dirk Uwe .
JOURNAL OF POWER SOURCES, 2014, 248 :839-851
[6]   Investigation of significant capacity recovery effects due to long rest periods during high current cyclic aging tests in automotive lithium ion cells and their influence on lifetime [J].
Epding, Bernd ;
Ramberg, Bjoern ;
Jahnke, Hannes ;
Stradtmann, Ina ;
Kwade, Arno .
JOURNAL OF ENERGY STORAGE, 2019, 22 :249-256
[7]   The influence of the anode overhang effect on the capacity of lithium-ion cells - a 0D-modeling approach [J].
Fath, Johannes Philipp ;
Alsheimer, Lennart ;
Storch, Mathias ;
Stadler, Jochen ;
Bandlow, Jochen ;
Hahn, Severin ;
Riedel, Ralf ;
Wetzel, Thomas .
JOURNAL OF ENERGY STORAGE, 2020, 29
[8]   Understanding Anomalous Behavior in Coulombic Efficiency Measurements on Li-Ion Batteries [J].
Gyenes, Balazs ;
Stevens, D. A. ;
Chevrier, V. L. ;
Dahn, J. R. .
JOURNAL OF THE ELECTROCHEMICAL SOCIETY, 2015, 162 (03) :A278-A283
[9]   Lithium flow between active area and overhang of graphite anodes as a function of temperature and overhang geometry [J].
Hufner, Thomas ;
Oldenburger, Marc ;
Beduerftig, Benjamin ;
Gruhle, Andreas .
JOURNAL OF ENERGY STORAGE, 2019, 24
[10]  
Hust F, 2022, ISEA FRAMEWORK