scholarly journals Long Short-Term Memory With Attention Mechanism for State of Charge Estimation of Lithium-Ion Batteries

IEEE Access ◽  
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

Stacked bidirectional long short-term memory networks for state-of-charge estimation of lithium-ion batteries

Energy ◽  
2020 ◽  
Vol 191 ◽  
pp. 116538 ◽  
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

scholarly journals State-of-Charge Estimation of Lithium-Ion Batteries via Long Short-Term Memory Network

IEEE Access ◽  
2019 ◽  
Vol 7 ◽  
pp. 53792-53799 ◽  
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

scholarly journals State-of-charge estimation method of lithium-ion batteries based on long-short term memory network

2018 ◽  
Vol 208 ◽  
pp. 012001 ◽  
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

scholarly journals State of charge prediction framework for lithium-ion batteries incorporating long short-term memory network and transfer learning

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
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