Electrochemical memory in LiFePO4 batteries arises from diffusion-driven dynamical asymmetry

Voltage relaxation in lithium-ion batteries reflects internal electrochemical states but is generally assumed to follow a unique history-independent pathway toward equilibrium. From paired relaxation experiments on LiFePO 4 cells over broad states of health, we show that this assumption is incomplete. Relaxation exhibits "electrochemical memory," a measurable trajectory-level property of nonequilibrium battery relaxation dependent on the charge/discharge history. It shows a robust nonmonotonic dependence on state of charge (SOC), with reduced memory at ∼50%–70% SOC, and an increase toward low and high SOCs. After controlling for SOC, we show that electrochemical memory remains strongly associated with transport-related dynamical asymmetry, supporting a diffusion-mediated interpretation of the observed behavior. Reconstructed phase-space analyses reveal persistent organization of history-dependent relaxation trajectories, while trajectory recoverability demonstrates electrochemical memory encoded throughout relaxation. Overall, voltage relaxation is redefined as an electrochemical-history nonequilibrium dynamical process. Our trajectory-centric framework enables the investigation of electrochemical memory, nonequilibrium battery dynamics, and physics-informed battery diagnostics.

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Publication Details

Journal
Cell Reports Physical Science
Published
2026-10-30
DOI
https://doi.org/10.1016/j.xcrp.2026.103623
Primary Topic
Advancements in Battery Materials
Type
article
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article

Electrochemical memory in LiFePO4 batteries arises from diffusion-driven dynamical asymmetry

Sy Ruen Huang, Shuaiqiang Chen, Tai Yuan Zhang
Cell Reports Physical Science
Advancements in Battery Materials
article

Electrochemical memory in LiFePO4 batteries arises from diffusion-driven dynamical asymmetry

Sy Ruen Huang, Shuaiqiang Chen, Tai Yuan Zhang
article en

Abstract

Voltage relaxation in lithium-ion batteries reflects internal electrochemical states but is generally assumed to follow a unique history-independent pathway toward equilibrium. From paired relaxation experiments on LiFePO 4 cells over broad states of health, we show that this assumption is incomplete. Relaxation exhibits "electrochemical memory," a measurable trajectory-level property of nonequilibrium battery relaxation dependent on the charge/discharge history. It shows a robust nonmonotonic dependence on state of charge (SOC), with reduced memory at ∼50%–70% SOC, and an increase toward low and high SOCs. After controlling for SOC, we show that electrochemical memory remains strongly associated with transport-related dynamical asymmetry, supporting a diffusion-mediated interpretation of the observed behavior. Reconstructed phase-space analyses reveal persistent organization of history-dependent relaxation trajectories, while trajectory recoverability demonstrates electrochemical memory encoded throughout relaxation. Overall, voltage relaxation is redefined as an electrochemical-history nonequilibrium dynamical process. Our trajectory-centric framework enables the investigation of electrochemical memory, nonequilibrium battery dynamics, and physics-informed battery diagnostics.

Cell Reports Physical ScienceVol. 7(11)
Feng Chia University (TW), Academia Sinica (TW)
Openalex Percentile: Top 24%
Advancements in Battery Materials
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