A Deep Learning Approach to State of Charge Estimation of Lithium-Ion Batteries Based on Dual-Stage Attention Mechanism

2021 ◽  
Author(s):  
Kuo Yang ◽  
Yugui Tang ◽  
Shujing Zhang ◽  
Zhen Zhang
Keyword(s):  
Deep Learning ◽  
Lithium Ion Batteries ◽  
Lithium Ion ◽  
Attention Mechanism ◽  
State Of Charge ◽  
Learning Approach ◽  
Dual Stage ◽  
State Of Charge Estimation

scholarly journals Combined CNN-LSTM Network for State-of-Charge Estimation of Lithium-Ion Batteries

IEEE Access ◽  
2019 ◽  
Vol 7 ◽  
pp. 88894-88902 ◽  
Author(s):  
Xiangbao Song ◽  
Fangfang Yang ◽  
Dong Wang ◽  
Kwok-Leung Tsui
Keyword(s):  
Lithium Ion Batteries ◽  
Lithium Ion ◽  
State Of Charge ◽  
Lstm Network ◽  
State Of Charge Estimation
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