Estimation of the SOC of Energy-Storage Lithium Batteries Based on the Voltage Increment

Estimation of the SOC of Energy-Storage Lithium Batteries Based on the Voltage Increment

State of charge (SOC) estimations are an important part of lithium-ion battery management systems. Aiming at existing SOC estimation algorithms based on neural networks, the voltage increment is proposed in this paper as a new input feature for estimation of the SOC of lithium-ion batteries. In this...

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Bibliographic Details
Main Authors: Bo Zhao, Juan Hu, Shouping Xu, Jiangzhao Wang, Yanqing Zhu, Li Zhang, Chaofei Gao
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Lithium battery
state of charge
neural network
mind evolutionary algorithm
voltage increment
Online Access:https://ieeexplore.ieee.org/document/9224623/

Internet

https://ieeexplore.ieee.org/document/9224623/

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