State-of-Charge Estimation for Lithium-Ion Batteries Using Neural Networks and EKF

2010 ◽  
Vol 57 (12) ◽  
pp. 4178-4187 ◽  
Author(s):  
Mohammad Charkhgard ◽  
Mohammad Farrokhi
Keyword(s):  
Neural Networks ◽  
Lithium Ion Batteries ◽  
Lithium Ion ◽  
State Of Charge ◽  
State Of Charge Estimation

scholarly journals State of Charge Estimation of Lithium-Ion Batteries Using LSTM and NARX Neural Networks

IEEE Access ◽  
2020 ◽  
Vol 8 ◽  
pp. 189236-189245
Author(s):  
Meng Wei ◽  
Min Ye ◽  
Jia Bo Li ◽  
Qiao Wang ◽  
Xinxin Xu
Keyword(s):  
Neural Networks ◽  
Lithium Ion Batteries ◽  
Lithium Ion ◽  
State Of Charge ◽  
State Of Charge Estimation

scholarly journals Combined CNN-LSTM Network for State-of-Charge Estimation of Lithium-Ion Batteries

IEEE Access ◽  
2019 ◽  
Vol 7 ◽  
pp. 88894-88902 ◽  
Author(s):  
Xiangbao Song ◽  
Fangfang Yang ◽  
Dong Wang ◽  
Kwok-Leung Tsui
Keyword(s):  
Lithium Ion Batteries ◽  
Lithium Ion ◽  
State Of Charge ◽  
Lstm Network ◽  
State Of Charge Estimation
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