A New State of Charge Estimation Method for Lithium-Ion Battery Based on the Fractional Order Model

This paper presents that the fractional order Kalman filter (FOKF) method is used to estimate the state of charge (SOC) for lithium-ion battery based on the fractional order model. First, a fractional order battery model was established which can better reflect the dynamic characteristics of the bat...

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Bibliographic Details
Main Authors: Shulin Liu, Xia Dong, Yun Zhang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8782084/