Cycle life prediction and match detection in retired electric vehicle batteries

被引:12
作者
Zhou, Xiang-yang [1 ]
Zou, You-lan [1 ]
Zhao, Guang-jin [2 ]
Yang, Juan [1 ]
机构
[1] Cent S Univ, Sch Met & Environm, Changsha 410083, Peoples R China
[2] Henan Elect Power Corp, Elect Power Res Inst, Zhengzhou 450052, Peoples R China
基金
中国国家自然科学基金;
关键词
retired electric vehicle battery; life prediction model; match detection; electrochemical impedance spectroscopy; equivalent circuit; CAPACITY FADE; LITHIUM;
D O I
10.1016/S1003-6326(13)62831-9
中图分类号
TF [冶金工业];
学科分类号
080601 [冶金物理化学];
摘要
The lifespan models of commercial 18650-type lithium ion batteries (nominal capacity of 1150 mA.h) were presented. The lifespan was extrapolated based on this model. The results indicate that the relationship of capacity retention and cycle number can be expressed by Gaussian function. The selecting function and optimal precision were verified through actual match detection and a range of alternating current impedance testing. The cycle life model with high precision (>99%) is beneficial to shortening the prediction time and cutting the prediction cost.
引用
收藏
页码:3040 / 3045
页数:6
相关论文
共 17 条
[1]
ANDREW T S, J POWER SOURCES, V150, P229
[2]
Gao Fei, 2009, Electronic Components & Materials, V28, P79, DOI 10.3969/j.issn.1001-2028.2009.06.022
[3]
Performance of batteries for electric vehicles on short and longer term [J].
Gerssen-Gondelach, Sarah J. ;
Faaij, Andre P. C. .
JOURNAL OF POWER SOURCES, 2012, 212 :111-129
[4]
Online estimation of model parameters and state-of-charge of LiFePO4 batteries in electric vehicles [J].
He, Hongwen ;
Xiong, Rui ;
Guo, Hongqiang .
APPLIED ENERGY, 2012, 89 (01) :413-420
[5]
A multiscale framework with extended Kalman filter for lithium-ion battery SOC and capacity estimation [J].
Hu, Chao ;
Youn, Byeng D. ;
Chung, Jaesik .
APPLIED ENERGY, 2012, 92 :694-704
[6]
Integration of growing self-organizing map and continuous genetic algorithm for grading lithium-ion battery cells [J].
Kuo, R. J. ;
Wang, C. F. ;
Chen, Z. Y. .
APPLIED SOFT COMPUTING, 2012, 12 (08) :2012-2022
[7]
Modeling and simulation of lithium-ion batteries [J].
Martinez-Rosas, Ernesto ;
Vasquez-Medrano, Ruben ;
Flores-Tlacuahuac, Antonio .
COMPUTERS & CHEMICAL ENGINEERING, 2011, 35 (09) :1937-1948
[8]
Proposal of novel equivalent circuit for electrochemical impedance analysis of commercially available lithium ion battery [J].
Osaka, Tetsuya ;
Momma, Toshiyuki ;
Mukoyama, Daikichi ;
Nara, Hiroki .
JOURNAL OF POWER SOURCES, 2012, 205 :483-486
[9]
A capacity fade model for lithium-ion batteries including diffusion and kinetics [J].
Sankarasubramanian, Shrihari ;
Krishnamurthy, Balaji .
ELECTROCHIMICA ACTA, 2012, 70 :248-254
[10]
Model-based distinction and quantification of capacity loss and rate capability fade in Li-ion batteries [J].
Schmidt, Alexander P. ;
Bitzer, Matthias ;
Imnre, Arpad W. ;
Guzzella, Lino .
JOURNAL OF POWER SOURCES, 2010, 195 (22) :7634-7638