基于改进EKF的锂离子电池SOC估算

Battery Bimonthly(2018)

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Abstract
采用改进的扩展卡尔曼滤波(EKF)对电池进行荷电状态(SOC)估算,运用Levenberg-Marquardt方法对改进EKF的协方差矩阵进行修正.相对于标准EKF而言,改进EKF估计SOC的绝对误差降低了0.526%,精度得到提高.
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