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Comparison of Kalman Filter-based state of charge estimation strategies for Li-Ion batteries
2016 IEEE Transportation Electrification Conference and Expo (ITEC)
◽
10.1109/itec.2016.7520302
◽
2016
◽
Cited By ~ 1
Author(s):
Weizhong Wang
◽
Deqiang Wang
◽
Xiao Wang
◽
Tongrui Li
◽
Ryan Ahmed
◽
...
Keyword(s):
Kalman Filter
◽
State Of Charge
◽
Li Ion Batteries
◽
Li Ion
◽
State Of Charge Estimation
Download Full-text
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Cited By
References
Improved state of charge estimation for Li-ion batteries using fractional order extended Kalman filter
Journal of Power Sources
◽
10.1016/j.jpowsour.2019.226710
◽
2019
◽
Vol 435
◽
pp. 226710
◽
Cited By ~ 13
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
Download Full-text
State of charge estimation for Li-ion batteries using neural network modeling and unscented Kalman filter-based error cancellation
International Journal of Electrical Power & Energy Systems
◽
10.1016/j.ijepes.2014.04.059
◽
2014
◽
Vol 62
◽
pp. 783-791
◽
Cited By ~ 156
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
Download Full-text
Adaptive State of Charge Estimation for Li-Ion Batteries Based on an Unscented Kalman Filter with an Enhanced Battery Model
Energies
◽
10.3390/en6084134
◽
2013
◽
Vol 6
(8)
◽
pp. 4134-4151
◽
Cited By ~ 57
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
Download Full-text
Impact of current rate and temperature on state-of-charge estimation of Li-ion batteries based on the extended Kalman filter
IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society
◽
10.1109/iecon.2014.7048956
◽
2014
◽
Author(s):
James Issac
◽
Jiangchao Qin
◽
Maryam Saeedifard
◽
Oleg Wasynczuk
Keyword(s):
Kalman Filter
◽
Extended Kalman Filter
◽
State Of Charge
◽
Li Ion Batteries
◽
Li Ion
◽
State Of Charge Estimation
Download Full-text
State of Charge Estimation of Li-ion Batteries Based on Adaptive Extended Kalman Filter
2020 IEEE Power & Energy Society General Meeting (PESGM)
◽
10.1109/pesgm41954.2020.9282150
◽
2020
◽
Author(s):
Monowar Hossain
◽
M. E. Haque
◽
S. Saha
◽
M.T Arif
◽
AMT. Oo
Keyword(s):
Kalman Filter
◽
Extended Kalman Filter
◽
State Of Charge
◽
Li Ion Batteries
◽
Li Ion
◽
Adaptive Extended Kalman Filter
◽
State Of Charge Estimation
Download Full-text
A novel on-board state-of-charge estimation method for aged Li-ion batteries based on model adaptive extended Kalman filter
Journal of Power Sources
◽
10.1016/j.jpowsour.2013.06.108
◽
2014
◽
Vol 245
◽
pp. 337-344
◽
Cited By ~ 124
Author(s):
Saeed Sepasi
◽
Reza Ghorbani
◽
Bor Yann Liaw
Keyword(s):
Kalman Filter
◽
Extended Kalman Filter
◽
Estimation Method
◽
State Of Charge
◽
Li Ion Batteries
◽
Li Ion
◽
Adaptive Extended Kalman Filter
◽
State Of Charge Estimation
Download Full-text
An extended Kalman filter based data-driven method for state of charge estimation of Li-ion batteries
Journal of Energy Storage
◽
10.1016/j.est.2021.102655
◽
2021
◽
Vol 40
◽
pp. 102655
Author(s):
Xingtao Liu
◽
Kun Li
◽
Ji Wu
◽
Yao He
◽
Xintian Liu
Keyword(s):
Kalman Filter
◽
Extended Kalman Filter
◽
State Of Charge
◽
Data Driven
◽
Li Ion Batteries
◽
Li Ion
◽
State Of Charge Estimation
Download Full-text
State of charge estimation based on improved Li-ion battery model using extended Kalman filter
2013 IEEE 8th Conference on Industrial Electronics and Applications (ICIEA)
◽
10.1109/iciea.2013.6566440
◽
2013
◽
Cited By ~ 1
Author(s):
Xiang Zhou
◽
Bingzhan Zhang
◽
Han Zhao
◽
Weixiang Shen
◽
Ajay Kapoor
Keyword(s):
Kalman Filter
◽
Extended Kalman Filter
◽
State Of Charge
◽
Li Ion Battery
◽
Battery Model
◽
Li Ion
◽
State Of Charge Estimation
Download Full-text
Robust state-of-charge estimation of Li-ion batteries based on multichannel convolutional and bidirectional recurrent neural networks
Applied Soft Computing
◽
10.1016/j.asoc.2021.108401
◽
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
Download Full-text
Comparative Analysis of the Model Based State of Charge Estimation Methods for Li Ion Batteries Used in Electric Vehicle Applications
10.4271/2021-26-0163
◽
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
Download Full-text
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