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Accurate estimation of the state of charge (SOC) of Li‐ion battery can ensure the reliability of the storage system. A combined estimator of online full‐parameter identification and adaptive unscented particle filter for Li‐ion battery SOC based on an improved fractional‐order model is proposed, which overcomes the shortcomings of the traditional SOC cumulative error and the difficulty of OCV acquisition...