A novel framework for lithium‐ion battery state of charge estimation based on Kalman filter Gaussian process regression

2021 ◽  
Author(s):  
Xiaobing Chen ◽  
Xiaoping Chen ◽  
Xiwen Chen
Keyword(s):  
Kalman Filter ◽  
Gaussian Process ◽  
Lithium Ion Battery ◽  
Gaussian Process Regression ◽  
Lithium Ion ◽  
State Of Charge ◽  
Battery State Of Charge ◽  
State Of Charge Estimation

Data-driven state of charge estimation for lithium-ion battery packs based on Gaussian process regression

Energy ◽  
2020 ◽  
Vol 205 ◽  
pp. 118000 ◽  
Author(s):  
Zhongwei Deng ◽  
Xiaosong Hu ◽  
Xianke Lin ◽  
Yunhong Che ◽  
Le Xu ◽  
...  
Keyword(s):  
Gaussian Process ◽  
Lithium Ion Battery ◽  
Gaussian Process Regression ◽  
Lithium Ion ◽  
State Of Charge ◽  
Data Driven ◽  
Battery Packs ◽  
State Of Charge Estimation
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