Equalization Algorithm of Lithium Battery Management System Based on Outlier Detection
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Song Jialong, Guo Xiufen, Liao Zhiliang
in the Process of Battery Identification, the Equalization Algorithm of Lithium Battery Management System Based on Outlier Detection is Proposed. Z-Score Standardization Method is Used for Battery Properties. Value, the Abnormal Value of All Battery Components in the Battery Box. in Order to Get the Pre-Processing, the Battery Type and Abnormal Normal Battery Type in the Battery Group. According to the Dynamic Clustering, the Execution of Abnormal Battery Type and Normal Battery Type Problems is Analyzed by Information Characteristics, as Well as Equalization. Equivalent Equivalent Circuit, Green on Control Pole. Finally, through the Test of Simulation Platform, the Algorithm Can Identify the Abnormal Battery More Accurately and Reach the Equilibrium State Faster.
Equilibrium Technology; Outlier Detection; Dynamic Clustering