Optimal Low Temperature Charging of Lithium-ion Batteries

被引:13
作者
Suthar, Bharatkumar [1 ]
Sonawane, Dayaram [2 ]
Braatz, Richard D. [3 ]
Subramanian, Venkat R. [1 ,2 ,4 ]
机构
[1] Washington Univ, Dept Energy Environm & Chem Engn, St Louis, MO 63130 USA
[2] Univ Washington, Dept Chem Engn, Seattle, WA 98195 USA
[3] MIT, Dept Chem Engn, Cambridge, MA 02139 USA
[4] Pacific NW Natl Lab, Energy Proc & Mat Div, Richland, WA 99352 USA
关键词
Li-ion battery; dynamic optimization; plating reaction; optimal charging; capacity fade; DYNAMIC OPTIMIZATION; INSERTION CELL; SYSTEMS; REFORMULATION; CHALLENGES; OVERCHARGE; STRATEGIES; DEPOSITION; SIMULATION; MODELS;
D O I
10.1016/j.ifacol.2015.09.134
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A lithium-plating side reaction at the lithiated graphite (LiC6) anode leads to poor safety of the lithium-ion battery. Faster charging at normal temperature may lead to a plating side reaction during the end of charging at the anode-separator interface. At lower temperature, the lithium-plating side reaction may become thermodynamically favorable during almost the entire charging period. even at low rates. This paper uses an electrochemical engineering model and dynamic optimization framework to derive charging profiles to minimize lithium plating at low temperatures. Transport parameters for lithium-ion battery are very sensitive at low temperatures. This paper shows the derivation of the optimal charging profile considering strict lower bounds on the plating reaction depending on various thermal insulation conditions (adiabatic, isothermal, and normal heat transfer coefficient) surrounding the battery. (c) 2015, IFAC (International Federation or Automatic Control) Hosting by Elsevier Ltd. All rights reserved.
引用
收藏
页码:1216 / 1221
页数:6
相关论文
共 22 条
[1]   Mathematical modeling of the lithium deposition overcharge reaction in lithium-ion batteries using carbon-based negative electrodes [J].
Arora, P ;
Doyle, M ;
White, RE .
JOURNAL OF THE ELECTROCHEMICAL SOCIETY, 1999, 146 (10) :3543-3553
[2]   An overview of simultaneous strategies for dynamic optimization [J].
Biegler, Lorenz T. .
CHEMICAL ENGINEERING AND PROCESSING-PROCESS INTENSIFICATION, 2007, 46 (11) :1043-1053
[3]  
Canon M.D., 1970, Theory of Optimal Control and Mathematical Programming
[4]   Materials and processing for lithium-ion batteries [J].
Daniel, Claus .
JOM, 2008, 60 (09) :43-48
[5]   MODELING OF GALVANOSTATIC CHARGE AND DISCHARGE OF THE LITHIUM POLYMER INSERTION CELL [J].
DOYLE, M ;
FULLER, TF ;
NEWMAN, J .
JOURNAL OF THE ELECTROCHEMICAL SOCIETY, 1993, 140 (06) :1526-1533
[6]   THE USE OF MATHEMATICAL-MODELING IN THE DESIGN OF LITHIUM POLYMER BATTERY SYSTEMS [J].
DOYLE, M ;
NEWMAN, J .
ELECTROCHIMICA ACTA, 1995, 40 (13-14) :2191-2196
[7]   SIMULATION AND OPTIMIZATION OF THE DUAL LITHIUM ION INSERTION CELL [J].
FULLER, TF ;
DOYLE, M ;
NEWMAN, J .
JOURNAL OF THE ELECTROCHEMICAL SOCIETY, 1994, 141 (01) :1-10
[8]   Mathematical modeling of lithium-ion and nickel battery systems [J].
Gomadam, PM ;
Weidner, JW ;
Dougal, RA ;
White, RE .
JOURNAL OF POWER SOURCES, 2002, 110 (02) :267-284
[9]   Single-Particle Model for a Lithium-Ion Cell: Thermal Behavior [J].
Guo, Meng ;
Sikha, Godfrey ;
White, Ralph E. .
JOURNAL OF THE ELECTROCHEMICAL SOCIETY, 2011, 158 (02) :A122-A132
[10]   Simultaneous dynamic optimization strategies: Recent advances and challenges [J].
Kameswaran, Shivakumar ;
Biegler, Lorenz T. .
COMPUTERS & CHEMICAL ENGINEERING, 2006, 30 (10-12) :1560-1575