Unscented Particle Filter for SOC Estimation Algorithm Based on a Dynamic Parameter Identification

In order to solve the problem that the model-based State of Charge (SOC) estimation method is too dependent on the model parameters in the SOC estimation of electric vehicles, an improved genetic algorithm is proposed in this paper. The method has the advantages of being able to quickly determine th...

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Bibliographic Details
Main Authors: Fang Liu, Jie Ma, Weixing Su
Format: Article
Language:English
Published: Hindawi Limited 2019-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2019/7452079