State of charge estimation for Li-ion batteries using neural network modeling and unscented Kalman filter-based error cancellation

2014 ◽  
Vol 62 ◽  
pp. 783-791 ◽  
Author(s):  
Wei He ◽  
Nicholas Williard ◽  
Chaochao Chen ◽  
Michael Pecht
Keyword(s):  
Neural Network ◽  
Kalman Filter ◽  
Unscented Kalman Filter ◽  
Network Modeling ◽  
State Of Charge ◽  
Neural Network Modeling ◽  
Li Ion Batteries ◽  
Error Cancellation ◽  
Li Ion ◽  
State Of Charge Estimation

scholarly journals Adaptive State of Charge Estimation for Li-Ion Batteries Based on an Unscented Kalman Filter with an Enhanced Battery Model

Energies ◽  
2013 ◽  
Vol 6 (8) ◽  
pp. 4134-4151 ◽  
Author(s):  
Zhiwei He ◽  
Mingyu Gao ◽  
Caisheng Wang ◽  
Leyi Wang ◽  
Yuanyuan Liu
Keyword(s):  
Kalman Filter ◽  
Unscented Kalman Filter ◽  
State Of Charge ◽  
Li Ion Batteries ◽  
Battery Model ◽  
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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