Optimal control for lithium-ion batteries

Modelling, simulation and optimal control for a lithium‐ion battery cell is discussed. The model involves ionic concentrations, currents and potentials in the electrodes and the separator together with the battery temperature as state variables. The resulting system is a nonlinear PDAE system with 1...

Full description

Saved in:
Bibliographic Details
Published inProceedings in applied mathematics and mechanics Vol. 15; no. 1; pp. 617 - 618
Main Authors Vossen, Georg, Struck, Alexander, Roos, Dirk
Format Journal Article
LanguageEnglish
Published Berlin WILEY-VCH Verlag 01.10.2015
WILEY‐VCH Verlag
Online AccessGet full text

Cover

Loading…
More Information
Summary:Modelling, simulation and optimal control for a lithium‐ion battery cell is discussed. The model involves ionic concentrations, currents and potentials in the electrodes and the separator together with the battery temperature as state variables. The resulting system is a nonlinear PDAE system with 10 partial, 1 ordinary differential and 4 algebraic equations involving the Butler‐Volmer kinetics for describing the interaction of ionic currents and potentials. Time‐optimal charging of the battery subject to age‐preventing leads to a state‐constrained optimal control problem which is solved in two ways. A first‐discretize‐then‐optimize approach leads to a high‐dimensional nonlinear optimization problem which is solved by an efficient solver. As an alternative, a feedback control law along an active arc of the state constraint of order 1 is derived to formulate and solve the corresponding so‐called induced optimization problem. (© 2015 Wiley‐VCH Verlag GmbH & Co. KGaA, Weinheim)
Bibliography:ark:/67375/WNG-GXDRC59S-2
ArticleID:PAMM201510298
istex:086E759A32E582C8D944AF70A9E9DD29CFFB5DED
ISSN:1617-7061
1617-7061
DOI:10.1002/pamm.201510298