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Stacked bidirectional long short-term memory networks for state-of-charge estimation of lithium-ion batteries
Energy
◽
10.1016/j.energy.2019.116538
◽
2020
◽
Vol 191
◽
pp. 116538
◽
Cited By ~ 13
Author(s):
Chong Bian
◽
Huoliang He
◽
Shunkun Yang
Keyword(s):
Lithium Ion Batteries
◽
Short Term Memory
◽
Lithium Ion
◽
State Of Charge
◽
Short Term
◽
Term Memory
◽
Long Short Term Memory
◽
State Of Charge Estimation
Download Full-text
Related Documents
Cited By
References
State-of-Charge Estimation of Lithium-Ion Batteries via Long Short-Term Memory Network
IEEE Access
◽
10.1109/access.2019.2912803
◽
2019
◽
Vol 7
◽
pp. 53792-53799
◽
Cited By ~ 22
Author(s):
Fangfang Yang
◽
Xiangbao Song
◽
Fan Xu
◽
Kwok-Leung Tsui
Keyword(s):
Lithium Ion Batteries
◽
Short Term Memory
◽
Lithium Ion
◽
State Of Charge
◽
Short Term
◽
Term Memory
◽
Memory Network
◽
Long Short Term Memory
◽
State Of Charge Estimation
Download Full-text
Long Short-Term Memory With Attention Mechanism for State of Charge Estimation of Lithium-Ion Batteries
IEEE Access
◽
10.1109/access.2020.2995656
◽
2020
◽
Vol 8
◽
pp. 94140-94151
Author(s):
Tadele Mamo
◽
Fu-Kwun Wang
Keyword(s):
Lithium Ion Batteries
◽
Short Term Memory
◽
Lithium Ion
◽
Attention Mechanism
◽
State Of Charge
◽
Short Term
◽
Term Memory
◽
Long Short Term Memory
◽
State Of Charge Estimation
Download Full-text
State-of-charge estimation method of lithium-ion batteries based on long-short term memory network
IOP Conference Series Earth and Environmental Science
◽
10.1088/1755-1315/208/1/012001
◽
2018
◽
Vol 208
◽
pp. 012001
◽
Cited By ~ 1
Author(s):
Qichang Zhang
◽
Bing Liu
◽
Fei Zhou
◽
Qianzhi Wang
◽
Jizhou Kong
Keyword(s):
Lithium Ion Batteries
◽
Short Term Memory
◽
Estimation Method
◽
Lithium Ion
◽
State Of Charge
◽
Short Term
◽
Term Memory
◽
Memory Network
◽
Long Short Term Memory
◽
State Of Charge Estimation
Download Full-text
A Recurrent Neural Network with Long Short-Term Memory for State of Charge Estimation of Lithium-ion Batteries
2019 IEEE 8th Joint International Information Technology and Artificial Intelligence Conference (ITAIC)
◽
10.1109/itaic.2019.8785770
◽
2019
◽
Author(s):
Chaoran Li
◽
Fei Xiao
◽
Yaxiang Fan
◽
Guorun Yang
◽
Weiwei Zhang
Keyword(s):
Neural Network
◽
Lithium Ion Batteries
◽
Recurrent Neural Network
◽
Short Term Memory
◽
Lithium Ion
◽
State Of Charge
◽
Short Term
◽
Term Memory
◽
Long Short Term Memory
◽
State Of Charge Estimation
Download Full-text
State of Charge Estimation using Recurrent Neural Networks with Long Short-Term Memory for Lithium-Ion Batteries
IECON 2019 - 45th Annual Conference of the IEEE Industrial Electronics Society
◽
10.1109/iecon.2019.8926815
◽
2019
◽
Author(s):
S. Bockrath
◽
A. Rosskopf
◽
S. Koffel
◽
S. Waldhor
◽
K. Srivastava
◽
...
Keyword(s):
Neural Networks
◽
Lithium Ion Batteries
◽
Recurrent Neural Networks
◽
Short Term Memory
◽
Lithium Ion
◽
State Of Charge
◽
Short Term
◽
Term Memory
◽
Long Short Term Memory
◽
State Of Charge Estimation
Download Full-text
State of charge estimation of lithium-ion batteries using hybrid autoencoder and Long Short Term Memory neural networks
Journal of Power Sources
◽
10.1016/j.jpowsour.2020.228375
◽
2020
◽
Vol 469
◽
pp. 228375
Author(s):
Mohammad Fasahat
◽
Mohammad Manthouri
Keyword(s):
Neural Networks
◽
Lithium Ion Batteries
◽
Short Term Memory
◽
Lithium Ion
◽
State Of Charge
◽
Short Term
◽
Term Memory
◽
Long Short Term Memory
◽
State Of Charge Estimation
Download Full-text
State of Charge and State of Energy Estimation for Lithium-Ion Batteries Based on a Long Short-Term Memory Neural Network
Journal of Energy Storage
◽
10.1016/j.est.2021.102440
◽
2021
◽
Vol 37
◽
pp. 102440
Author(s):
L. Ma
◽
C. Hu
◽
F. Cheng
Keyword(s):
Neural Network
◽
Lithium Ion Batteries
◽
Short Term Memory
◽
Lithium Ion
◽
State Of Charge
◽
Short Term
◽
Energy Estimation
◽
Term Memory
◽
Long Short Term Memory
Download Full-text
Temperature Dependent State of Charge Estimation of Lithium-ion Batteries Using Long Short-Term Memory Network and Kalman Filter
IECON 2019 - 45th Annual Conference of the IEEE Industrial Electronics Society
◽
10.1109/iecon.2019.8927710
◽
2019
◽
Author(s):
Yuhang Yang
◽
Alice Dong
◽
Yihui Li
◽
Ryan Ahmed
◽
Ali Emadi
Keyword(s):
Short Term Memory
◽
Lithium Ion
◽
State Of Charge
◽
Temperature Dependent
◽
Short Term
◽
Term Memory
◽
Memory Network
◽
Long Short Term Memory
◽
State Of Charge Estimation
◽
Dependent State
Download Full-text
A combined robust approach based on auto‐regressive long short‐term memory network and moving horizon estimation for state‐of‐charge estimation of lithium‐ion batteries
International Journal of Energy Research
◽
10.1002/er.6615
◽
2021
◽
Author(s):
Yong Chen
◽
Changlong Li
◽
Sizhong Chen
◽
Hongbin Ren
◽
Zepeng Gao
Keyword(s):
Short Term Memory
◽
Lithium Ion
◽
State Of Charge
◽
Short Term
◽
Term Memory
◽
Robust Approach
◽
Auto Regressive
◽
Memory Network
◽
Long Short Term Memory
◽
State Of Charge Estimation
Download Full-text
State of charge prediction framework for lithium-ion batteries incorporating long short-term memory network and transfer learning
Journal of Energy Storage
◽
10.1016/j.est.2021.102494
◽
2021
◽
Vol 37
◽
pp. 102494
Author(s):
Yu Liu
◽
Xing Shu
◽
Hanzhengnan Yu
◽
Jiangwei Shen
◽
Yuanjian Zhang
◽
...
Keyword(s):
Lithium Ion Batteries
◽
Transfer Learning
◽
Short Term Memory
◽
Lithium Ion
◽
State Of Charge
◽
Short Term
◽
Term Memory
◽
Memory Network
◽
Long Short Term Memory
Download Full-text
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