State of Charge Estimation Using Data-Driven Techniques for Storage Devices in Electric Vehicles

2020 ◽  
pp. 975-982
Author(s):  
Rupam Singh ◽  
Mohammed Ali Khan ◽  
V. S. Bharath Kurukuru
Keyword(s):  
Electric Vehicles ◽  
State Of Charge ◽  
Data Driven ◽  
Storage Devices ◽  
Using Data ◽  
State Of Charge Estimation

Robust Data-Driven Battery State of Charge Estimation for Hybrid Electric Vehicles

2021 ◽  
Vol 11 (2) ◽  
Author(s):  
Stefano Feraco ◽  
Pier Giuseppe Anselma ◽  
Angelo Bonfitto ◽  
Phillip J. Kollmeyer
Keyword(s):  
Electric Vehicles ◽  
Hybrid Electric Vehicles ◽  
State Of Charge ◽  
Data Driven ◽  
Battery State Of Charge ◽  
Hybrid Electric ◽  
State Of Charge Estimation

State-of-charge estimation of LiFePO4 batteries in electric vehicles: A deep-learning enabled approach

2021 ◽  
Vol 291 ◽  
pp. 116812
Author(s):  
Jinpeng Tian ◽  
Rui Xiong ◽  
Weixiang Shen ◽  
Jiahuan Lu
Keyword(s):  
Deep Learning ◽  
Electric Vehicles ◽  
State Of Charge ◽  
State Of Charge Estimation

State-of-Charge Estimation of Li-Ion Battery in Electric Vehicles: A Deep Neural Network Approach

2020 ◽  
Vol 56 (5) ◽  
pp. 5565-5574
Author(s):  
Dickshon N. T. How ◽  
Mahammad A. Hannan ◽  
Molla S. Hossain Lipu ◽  
Khairul S. M. Sahari ◽  
Pin Jern Ker ◽  
...  
Keyword(s):  
Neural Network ◽  
Electric Vehicles ◽  
Deep Neural Network ◽  
State Of Charge ◽  
Li Ion Battery ◽  
Network Approach ◽  
Neural Network Approach ◽  
Li Ion ◽  
State Of Charge Estimation

scholarly journals Predicting the state of charge and health of batteries using data-driven machine learning

2020 ◽  
Vol 2 (3) ◽  
pp. 161-170 ◽  
Author(s):  
Man-Fai Ng ◽  
Jin Zhao ◽  
Qingyu Yan ◽  
Gareth J. Conduit ◽  
Zhi Wei Seh
Keyword(s):  
Machine Learning ◽  
The State ◽  
State Of Charge ◽  
Data Driven ◽  
Using Data
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