Battery State-of-Charge Estimation Based on Regular/Recurrent Gaussian Process Regression

2018 ◽  
Vol 65 (5) ◽  
pp. 4311-4321 ◽  
Author(s):  
Gozde O. Sahinoglu ◽  
Milutin Pajovic ◽  
Zafer Sahinoglu ◽  
Yebin Wang ◽  
Philip V. Orlik ◽  
...  
Keyword(s):  
Gaussian Process ◽  
Gaussian Process Regression ◽  
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

An Adaptive OCV-SOC Curve Selection Classifier for Battery State-of-Charge Estimation

2021 ◽  
Author(s):  
Lingling Ju ◽  
Guangchao Geng ◽  
Quanyuan Jiang ◽  
Yuzhong Gong ◽  
Chuan Qin
Keyword(s):  
State Of Charge ◽  
Battery State Of Charge ◽  
State Of Charge Estimation ◽  
Curve Selection

Luenberger Observer for Lithium Battery State-of-Charge Estimation

2020 ◽  
pp. 655-667
Author(s):  
Stefano Barsali ◽  
Massimo Ceraolo ◽  
Jiajing Li ◽  
Giovanni Lutzemberger ◽  
Claudio Scarpelli
Keyword(s):  
Lithium Battery ◽  
State Of Charge ◽  
Luenberger Observer ◽  
Battery State Of Charge ◽  
State Of Charge Estimation
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