DocumentCode
574420
Title
Model-based simultaneous optimization of multiple design parameters for lithium-ion batteries for maximization of energy density
Author
De, Suvranu ; Northrop, Paul W. C. ; Ramadesigan, Venkatasailanathan ; Braatz, Richard ; Subramanian, Venkat R.
Author_Institution
Dept. of Energy, Environ. & Chem. Eng., Washington Univ., St. Louis, MO, USA
fYear
2012
fDate
27-29 June 2012
Firstpage
4275
Lastpage
4280
Abstract
A model-based procedure is applied to the optimization of design parameters for porous electrodes that are commonly used in advanced batteries such as lithium-ion systems. The approach simultaneously optimizes the battery design variables of electrode porosities and thickness for maximization of the energy drawn for an applied current, cutoff voltage, and total time of discharge. The results show reasonable improvement in the specific energy drawn from the lithium-ion battery when the design parameters are simultaneously optimized. Model simulation and multiparameter optimization were facilitated by the increased computational efficiency achieved from the use of an orthogonal collocation-based reformulated model.
Keywords
electrochemical electrodes; lithium; optimisation; porosity; secondary cells; Li; battery design variables; electrode porosity; energy density maximization; lithium-ion batteries; model-based simultaneous optimization; multiple design parameter optimization; orthogonal collocation-based reformulated model; Batteries; Cathodes; Computational modeling; Discharges (electric); Mathematical model; Optimization;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference (ACC), 2012
Conference_Location
Montreal, QC
ISSN
0743-1619
Print_ISBN
978-1-4577-1095-7
Electronic_ISBN
0743-1619
Type
conf
DOI
10.1109/ACC.2012.6315005
Filename
6315005
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