A Novel Data-Driven Estimation Method for State-of-Charge Estimation of Li-Ion Batteries

A Novel Data-Driven Estimation Method for State-of-Charge Estimation of Li-Ion Batteries

With the increasing proportion of Li-ion batteries in energy structures, studies on the estimation of the state of charge (SOC) of Li-ion batteries, which can effectively ensure the safety and stability of Li-ion batteries, have gained much attention. In this paper, a new data-driven method named th...

Full description

Bibliographic Details
Main Authors: Chu, Y. (Author), Li, W. (Author), Wang, C. (Author), Zhai, S. (Author)
Format: Article
Language:English
Published: MDPI 2022
Subjects:
Battery management systems
Charging (batteries)
Current test
Data driven
data-driven
Data-driven methods
Energy structures
Estimation methods
Fuzzy inference
fuzzy neural network
Fuzzy neural networks
Fuzzy-neural-networks
Ions
Li-ion batteries
Lithium-ion batteries
Mean square error
Probabilistics
Safety and stabilities
state of charge
State-of-charge estimation
States of charges
Online Access:View Fulltext in Publisher

Internet

View Fulltext in Publisher

Similar Items