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Reduced-Order multi-modal model of SEI layer growth for management and control of lithium-ion batteries

Authors: Gregory L. Plett;

Reduced-Order multi-modal model of SEI layer growth for management and control of lithium-ion batteries

Abstract

Battery-management systems (BMS) seek to maximize battery-pack performance while extending life by optimizing dynamic operational power limits. To do so in a meaningful way, the BMS must have computationally simple yet accurate models of degradation to use in the optimization. As the growth of a solid-electrolyte interphase (SEI) layer on negative-electrode particles in lithium-ion cells is the dominant aging mechanism leading to capacity loss and resistance rise, we propose a reduced-order model of diffusion-or kinetics-limited SEI growth that could be used in an embedded optimization framework. This model approximates a full-order partial-differential-equation (PDE) model in the literature with less than 1 % relative error, at a speedup of more than 19 000 : 1.

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    citations
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    4
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Top 10%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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Found an issue? Give us feedback
citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
4
Top 10%
Average
Average