Robustness Evaluation of Extended and Unscented Kalman Filter for Battery State of Charge Estimation

Robustness Evaluation of Extended and Unscented Kalman Filter for Battery State of Charge Estimation

In this paper, the robustness of model-based state observers including extended Kalman filter (EKF) and unscented Kalman filter (UKF) for state of charge (SOC) estimation of a lithium-ion battery against unknown initial SOC, current noise, and temperature effects is investigated. To more comprehensi...

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Bibliographic Details
Main Authors: Chao Huang, Zhenhua Wang, Zihan Zhao, Long Wang, Chun Sing Lai, Dong Wang
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Extended Kalman filter
lithium-ion battery
robustness
state of charge
unscented Kalman filter
Online Access:https://ieeexplore.ieee.org/document/8355786/

Internet

https://ieeexplore.ieee.org/document/8355786/

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