LBM prediction of effective electric and species transport properties of lithium-ion battery graphite anode

被引:16
作者
He, Shaoyang [1 ,2 ]
Habte, Bereket Tsegai [1 ,2 ]
Jiang, Fangming [1 ]
机构
[1] Chinese Acad Sci, Guangzhou Inst Energy Convers, Key Lab Renewable Energy, Lab Adv Energy Syst, Guangzhou 510640, Guangdong, Peoples R China
[2] Univ Chinese Acad Sci, Beijing, Peoples R China
关键词
Lithium-ion battery; Graphite anode; Lattice-Boltzmann modeling; Effective transport property; Simulated annealing method; POROUS-MEDIA; MICROSTRUCTURE; RECONSTRUCTION; CELLS; MODEL; PERFORMANCE; CATHODE; SYSTEMS; ELECTRODEPOSITION; OPTIMIZATION;
D O I
10.1016/j.ssi.2016.09.021
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
Numerical models play a vital role in the developing and performance optimization of lithium-ion batteries. The key factor to the prediction accuracy of macro-scale models is the specification of effective transport properties. This study, based on the anisotropic microstructure of graphite anode reconstructed by an ellipsoid-based simulated annealing method (SAM), established a mesoscopic model of diffusion process to predict the effective electric and species transport properties of lithium-ion battery graphite anode via lattice-Boltzmann (LB) method. The effect of particle size on the transport properties of graphite anode was discussed in detail. In the electrode through-plane direction, if the ellipsoidal particles are thinner and flatter, both the effective electric and species transport properties decrease; in the other two directions, the effective electronic charge transport properties barely change with the change of particle size while the effective species transport properties increase along with the increase of the size of particles. In addition, to get a more accurate replica of the real graphite anode, we assumed the sizes of solid particles follow a normal distribution and reconstructed the microstructure of electrode. The LB calculation results reveal that the normal distribution of particle size increases the electronic charge conductivity in the electrode through-plane direction and decreases in the other two directions, compared to the electrode of constant-sized particles; the effective species diffusivities (or ionic charge conductivities) in electrode through-plane direction for different microstructures are closer. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:146 / 153
页数:8
相关论文
共 41 条
[1]   Modeling dendrite growth during lithium electrodeposition at sub-ambient temperature [J].
Akolkar, Rohan .
JOURNAL OF POWER SOURCES, 2014, 246 :84-89
[2]   Mathematical model of the dendritic growth during lithium electrodeposition [J].
Akolkar, Rohan .
JOURNAL OF POWER SOURCES, 2013, 232 :23-28
[3]   A 3D Mesoscale Model of the Collector-Electrode Interface in Li-Ion Batteries [J].
Awarke, Ali ;
Wittler, Michael ;
Pischinger, Stefan ;
Bockstette, Jens .
JOURNAL OF THE ELECTROCHEMICAL SOCIETY, 2012, 159 (06) :A798-A808
[4]   Modeling and prediction for discharge lifetime of battery systems using hybrid evolutionary algorithms [J].
Cao, HQ ;
Yu, JX ;
Kang, LS ;
Yang, HX ;
Ai, XP .
COMPUTERS & CHEMISTRY, 2001, 25 (03) :251-259
[5]   Effect of electrode physical and chemical properties on lithium-ion battery performance [J].
Chabot, Victor ;
Farhad, Siamak ;
Chen, Zhongwei ;
Fung, Alan S. ;
Yu, Aiping ;
Hamdullahpur, Feridun .
INTERNATIONAL JOURNAL OF ENERGY RESEARCH, 2013, 37 (14) :1723-1736
[6]   A KNUDSEN LAYER THEORY FOR LATTICE GASES [J].
CORNUBERT, R ;
DHUMIERES, D ;
LEVERMORE, D .
PHYSICA D, 1991, 47 (1-2) :241-259
[7]   Effect of cycling rate, particle size and transport properties on lithium-ion cathode performance [J].
Du, Wenbo ;
Gupta, Amit ;
Zhang, Xiangchun ;
Sastry, Ann Marie ;
Shyy, Wei .
INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER, 2010, 53 (17-18) :3552-3561
[8]   Anode microstructures from high-energy and high-power lithium-ion cylindrical cells obtained by X-ray nano-tomography [J].
Ender, Moses ;
Joos, Jochen ;
Weber, Andre ;
Ivers-Tiffee, Ellen .
JOURNAL OF POWER SOURCES, 2014, 269 :912-919
[9]   Lithium insertion into titanium dioxide (anatase) electrodes: microstructure and electrolyte effects [J].
Fattakhova, D ;
Kavan, L ;
Krtil, P .
JOURNAL OF SOLID STATE ELECTROCHEMISTRY, 2001, 5 (03) :196-204
[10]   Three-dimensional particle-resolved models of Li-ion batteries to assist the evaluation of empirical parameters in one-dimensional models [J].
Goldin, Graham M. ;
Colclasure, Andrew M. ;
Wiedemann, Andreas H. ;
Kee, Robert J. .
ELECTROCHIMICA ACTA, 2012, 64 :118-129