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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
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References
State-of-Charge Estimation of Lithium-Ion Batteries via Long Short-Term Memory Network
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10.1109/access.2019.2912803
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Vol 7
◽
pp. 53792-53799
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Cited By ~ 22
Author(s):
Fangfang Yang
◽
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Short Term Memory
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Long Short Term Memory
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State Of Charge Estimation
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State-of-charge estimation method of lithium-ion batteries based on long-short term memory network
IOP Conference Series Earth and Environmental Science
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10.1088/1755-1315/208/1/012001
◽
2018
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Vol 208
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pp. 012001
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Cited By ~ 1
Author(s):
Qichang Zhang
◽
Bing Liu
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Fei Zhou
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Qianzhi Wang
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Jizhou Kong
Keyword(s):
Lithium Ion Batteries
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Short Term Memory
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Estimation Method
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Lithium Ion
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State Of Charge
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Short Term
◽
Term Memory
◽
Memory Network
◽
Long Short Term Memory
◽
State Of Charge Estimation
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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
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Author(s):
Yong Chen
◽
Changlong Li
◽
Sizhong Chen
◽
Hongbin Ren
◽
Zepeng Gao
Keyword(s):
Short Term Memory
◽
Lithium Ion
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State Of Charge
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Short Term
◽
Term Memory
◽
Robust Approach
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Auto Regressive
◽
Memory Network
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Long Short Term Memory
◽
State Of Charge Estimation
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A combined method for state-of-charge estimation for lithium-ion batteries using a long short-term memory network and an adaptive cubature Kalman filter
Applied Energy
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10.1016/j.apenergy.2020.114789
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2020
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Vol 265
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pp. 114789
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Author(s):
Yong Tian
◽
Rucong Lai
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Xiaoyu Li
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Lijuan Xiang
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Keyword(s):
Short Term Memory
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Lithium Ion
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State Of Charge
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Combined Method
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Short Term
◽
Term Memory
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Cubature Kalman Filter
◽
Memory Network
◽
Long Short Term Memory
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State Of Charge Estimation
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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
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Vol 191
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pp. 116538
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Cited By ~ 13
Author(s):
Chong Bian
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Huoliang He
◽
Shunkun Yang
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Lithium Ion Batteries
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Short Term Memory
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Lithium Ion
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State Of Charge
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Short Term
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Term Memory
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Long Short Term Memory
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State Of Charge Estimation
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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
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Term Memory
◽
Long Short Term Memory
◽
State Of Charge Estimation
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A Long Short-Term Memory Network for Online State-of-Charge Estimation of Li-ion Battery Cells
2020 IEEE Transportation Electrification Conference & Expo (ITEC)
◽
10.1109/itec48692.2020.9161487
◽
2020
◽
Author(s):
Zunya Shi
◽
Mayuresh Savargaonkar
◽
Abdallah A. Chehade
◽
Ala A. Hussein
Keyword(s):
Short Term Memory
◽
State Of Charge
◽
Li Ion Battery
◽
Short Term
◽
Term Memory
◽
Memory Network
◽
Li Ion
◽
Long Short Term Memory
◽
State Of Charge Estimation
◽
Battery Cells
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State‐of‐charge estimation for LiNi 0 . 6 Co 0 . 2 Mn 0 . 2 O 2 /graphite batteries using the compound method with improved extended Kalman filter and long short‐term memory network
International Journal of Energy Research
◽
10.1002/er.6234
◽
2020
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Author(s):
Shuai Xu
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Jianxiong Zhou
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Fei Zhou
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Yuchen Liu
Keyword(s):
Kalman Filter
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Extended Kalman Filter
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Short Term Memory
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State Of Charge
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Short Term
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Term Memory
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Memory Network
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Compound Method
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Long Short Term Memory
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State Of Charge Estimation
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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
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2021
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Vol 37
◽
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Author(s):
Yu Liu
◽
Xing Shu
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Hanzhengnan Yu
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Jiangwei Shen
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Yuanjian Zhang
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...
Keyword(s):
Lithium Ion Batteries
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Transfer Learning
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Short Term Memory
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Lithium Ion
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State Of Charge
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Short Term
◽
Term Memory
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Memory Network
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Long Short Term Memory
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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
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