Forecasting state-of-health of lithium-ion batteries using variational long short-term memory with transfer learning

2021 ◽  
Vol 41 ◽  
pp. 102893
Author(s):  
Seongyoon Kim ◽  
Yun Young Choi ◽  
Ki Jae Kim ◽  
Jung-Il Choi
Keyword(s):  
Lithium Ion Batteries ◽  
Transfer Learning ◽  
Short Term Memory ◽  
Lithium Ion ◽  
State Of Health ◽  
Short Term ◽  
Term Memory ◽  
Long Short Term Memory

scholarly journals State of Health Estimation for Lithium-Ion Batteries Based on Healthy Features and Long Short-Term Memory

IEEE Access ◽  
2020 ◽  
Vol 8 ◽  
pp. 28533-28547 ◽  
Author(s):  
Yitao Wu ◽  
Qiao Xue ◽  
Jiangwei Shen ◽  
Zhenzhen Lei ◽  
Zheng Chen ◽  
...  
Keyword(s):  
Lithium Ion Batteries ◽  
Short Term Memory ◽  
Lithium Ion ◽  
State Of Health ◽  
Short Term ◽  
Term Memory ◽  
Long Short Term Memory

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

scholarly journals Online capacity estimation of lithium-ion batteries with deep long short-term memory networks

2021 ◽  
Vol 482 ◽  
pp. 228863
Author(s):  
Weihan Li ◽  
Neil Sengupta ◽  
Philipp Dechent ◽  
David Howey ◽  
Anuradha Annaswamy ◽  
...  
Keyword(s):  
Lithium Ion Batteries ◽  
Short Term Memory ◽  
Lithium Ion ◽  
Capacity Estimation ◽  
Short Term ◽  
Term Memory ◽  
Long Short Term Memory

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
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