Robust state-of-charge estimation of Li-ion batteries based on multichannel convolutional and bidirectional recurrent neural networks

2022 ◽  
pp. 108401
Author(s):  
Chong Bian ◽  
Shunkun Yang ◽  
Jie Liu ◽  
Enrico Zio
Keyword(s):  
Neural Networks ◽  
Recurrent Neural Networks ◽  
State Of Charge ◽  
Li Ion Batteries ◽  
Li Ion ◽  
State Of Charge Estimation

Comparative Analysis of the Model Based State of Charge Estimation Methods for Li Ion Batteries Used in Electric Vehicle Applications

2021 ◽  
Author(s):  
SHUVAM ROUTRAY ◽  
Kranthi Nidubrolu ◽  
Abhisha Chauhan ◽  
Chinmay Ashok Kirtane ◽  
Lohit Dhamija ◽  
...  
Keyword(s):  
Comparative Analysis ◽  
Electric Vehicle ◽  
State Of Charge ◽  
Estimation Methods ◽  
Li Ion Batteries ◽  
Model Based ◽  
Li Ion ◽  
State Of Charge Estimation

State of Charge Estimation for Li-Ion Batteries Based on an Unscented H-Infinity Filter

2020 ◽  
Vol 15 (6) ◽  
pp. 2529-2538
Author(s):  
Yuanyuan Liu ◽  
Tiantian Cai ◽  
Jingbiao Liu ◽  
Mingyu Gao ◽  
Zhiwei He
Keyword(s):  
State Of Charge ◽  
Li Ion Batteries ◽  
H Infinity ◽  
Li Ion ◽  
State Of Charge Estimation

scholarly journals Improved state of charge estimation for Li-ion batteries using fractional order extended Kalman filter

2019 ◽  
Vol 435 ◽  
pp. 226710 ◽  
Author(s):  
Kodjo S.R. Mawonou ◽  
Akram Eddahech ◽  
Didier Dumur ◽  
Dominique Beauvois ◽  
Emmanuel Godoy
Keyword(s):  
Kalman Filter ◽  
Extended Kalman Filter ◽  
Fractional Order ◽  
State Of Charge ◽  
Li Ion Batteries ◽  
Li Ion ◽  
State Of Charge Estimation
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