Battery SOH estimation based on thermodynamic parameters from an electrochemical fractional-order model and LSTM.

iScience · 2026 · PMC12756185 · PMID 41488788

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an increasing trendno p-value reported

With the increase in the number of battery cycles, it is observed that the positive electrode initial lithium content shows an increasing trend, while the positive electrode capacity, negative electrode initial lithium content, and negative electrode capacity gradually decrease.

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