The optimization of state of charge and state of health estimation for lithium‐ions battery using combined deep learning and Kalman filter methods

2021 ◽  
Author(s):  
Yu Shi ◽  
Shakeel Ahmad ◽  
Qing Tong ◽  
Tuti M. Lim ◽  
Zhongbao Wei ◽  
...  
Keyword(s):  
Deep Learning ◽  
Kalman Filter ◽  
State Of Charge ◽  
State Of Health ◽  
Lithium Ions ◽  
Filter Methods

Revisiting the dual extended Kalman filter for battery state-of-charge and state-of-health estimation: A use-case life cycle analysis

2018 ◽  
Vol 19 ◽  
pp. 73-87 ◽  
Author(s):  
Nikolaos Wassiliadis ◽  
Jörn Adermann ◽  
Alexander Frericks ◽  
Mikhail Pak ◽  
Christoph Reiter ◽  
...  
Keyword(s):  
Kalman Filter ◽  
Life Cycle ◽  
Extended Kalman Filter ◽  
Life Cycle Analysis ◽  
State Of Charge ◽  
Use Case ◽  
State Of Health ◽  
Battery State Of Charge
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