Analysis on SoC estimation of Lithium ion battery using EKF and LSTM

2021 ◽  
Author(s):  
Ponukupati Ravi Teja ◽  
R. Shanmughasundaram
Keyword(s):  
Lithium Ion Battery ◽  
Lithium Ion ◽  
Soc Estimation

A Nonlinear Observer SOC Estimation Method Based on Electrochemical Model for Lithium-Ion Battery

2021 ◽  
Vol 57 (1) ◽  
pp. 1094-1104
Author(s):  
Yuntian Liu ◽  
Rui Ma ◽  
Shengzhao Pang ◽  
Liangcai Xu ◽  
Dongdong Zhao ◽  
...  
Keyword(s):  
Lithium Ion Battery ◽  
Estimation Method ◽  
Lithium Ion ◽  
Nonlinear Observer ◽  
Soc Estimation ◽  
Electrochemical Model

scholarly journals State of the Art of Lithium-Ion Battery SOC Estimation for Electrical Vehicles

Energies ◽  
2018 ◽  
Vol 11 (7) ◽  
pp. 1820 ◽  
Author(s):  
Ruifeng Zhang ◽  
Bizhong Xia ◽  
Baohua Li ◽  
Libo Cao ◽  
Yongzhi Lai ◽  
...  
Keyword(s):  
Lithium Ion Battery ◽  
State Of The Art ◽  
Lithium Ion ◽  
Soc Estimation ◽  
Electrical Vehicles

A hybrid observer for SOC estimation of lithium-ion battery based on a coupled electrochemical-thermal model

2019 ◽  
Vol 16 (15) ◽  
pp. 1527-1538 ◽  
Author(s):  
Xing Xu ◽  
Yuzhen Lin ◽  
Feng Wang ◽  
Shichun Yang ◽  
Zhiguang Zhou
Keyword(s):  
Lithium Ion Battery ◽  
Thermal Model ◽  
Lithium Ion ◽  
Soc Estimation

scholarly journals SOC Estimation of Multiple Lithium-Ion Battery Cells in a Module Using a Nonlinear State Observer and Online Parameter Estimation

Energies ◽  
2018 ◽  
Vol 11 (7) ◽  
pp. 1620 ◽  
Author(s):  
Ngoc-Tham Tran ◽  
Abdul Khan ◽  
Thanh-Tung Nguyen ◽  
Dae-Wook Kim ◽  
Woojin Choi
Keyword(s):  
Parameter Estimation ◽  
Lithium Ion Battery ◽  
Lithium Ion ◽  
State Observer ◽  
Soc Estimation ◽  
Nonlinear State ◽  
Battery Cells
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