Unscented Kalman Filter-Based Battery SOC Estimation and Peak Power Prediction Method for Power Distribution of Hybrid Electric Vehicles

Unscented Kalman Filter-Based Battery SOC Estimation and Peak Power Prediction Method for Power Distribution of Hybrid Electric Vehicles

State of Charge (SOC) is a key parameter for battery management and vehicle energy management. Recently used SOC estimation methods for lithium-ion battery for vehicles have problems of too simple a base model for the battery and large sampling noise in both the voltage and current signals. To impro...

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Bibliographic Details
Main Authors: Weida Wang, Xiantao Wang, Changle Xiang, Chao Wei, Yulong Zhao
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Lithium-ion battery
SOC estimation
unscented Kalman filter
noise suppression
peak power prediction
Online Access:https://ieeexplore.ieee.org/document/8400413/

Internet

https://ieeexplore.ieee.org/document/8400413/

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