Systematic asymptotic derivation of corrected and generalized single-particle models from porous electrode theory, validated against full PET for NMC, graphite and LFP at moderate-to-high rates.
Asymptotic reduction of a porous electrode model for lithium-ion batteries
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abstract
We present a porous electrode model for lithium-ion batteries using Butler--Volmer reaction kinetics. We model lithium concentration in both the solid and fluid phase along with solid and liquid electric potential. Through asymptotic reduction, we show that the electric potentials are spatially homogeneous which decouples the problem into a series of time-dependent problems. These problems can be solved on three distinguished time scales, an early time scale where capacitance effects in the electrode dominate, a mid-range time scale where a spatial concentration gradient forms in the electrolyte, and a long-time scale where each of the electrodes saturate and deplete with lithium respectively. The solid-phase concentration profiles are linear functions of time and the electrolyte potential is everywhere zero, which allows the model to be reduced to a system of two uncoupled ordinary differential equations. Analytic and numerical results are compared with full numerical simulations and experimental discharge curves demonstrating excellent agreement.
fields
physics.chem-ph 1years
2019 1verdicts
UNVERDICTED 1representative citing papers
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Generalised single particle models for high-rate operation of graded lithium-ion electrodes: systematic derivation and validation
Systematic asymptotic derivation of corrected and generalized single-particle models from porous electrode theory, validated against full PET for NMC, graphite and LFP at moderate-to-high rates.