Mitigating the Effect of Noise Uncertainty on the Online State-of-Charge Estimation of Li-Ion Battery Cells

Ali Wadi; Mamoun F. Abdel-Hafez; Ala A. Hussein

doi:10.1109/tvt.2019.2928047

Mitigating the Effect of Noise Uncertainty on the Online State-of-Charge Estimation of Li-Ion Battery Cells

IEEE Transactions on Vehicular Technology ◽

10.1109/tvt.2019.2928047 ◽

2019 ◽

Vol 68 (9) ◽

pp. 8593-8600

Author(s):

Ali Wadi ◽

Mamoun F. Abdel-Hafez ◽

Ala A. Hussein

Keyword(s):

State Of Charge ◽

Li Ion Battery ◽

Noise Uncertainty ◽

Li Ion ◽

State Of Charge Estimation ◽

Battery Cells

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A Cycle-based Recurrent Neural Network for State-of-Charge Estimation of Li-ion Battery Cells

2020 IEEE Transportation Electrification Conference & Expo (ITEC) ◽

10.1109/itec48692.2020.9161587 ◽

2020 ◽

Author(s):

Mayuresh Savargaonkar ◽

Abdallah Chehade ◽

Zunya Shi ◽

Ala A. Hussein

Keyword(s):

Neural Network ◽

Recurrent Neural Network ◽

State Of Charge ◽

Li Ion Battery ◽

Li Ion ◽

State Of Charge Estimation ◽

Battery Cells

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A Long Short-Term Memory Network for Online State-of-Charge Estimation of Li-ion Battery Cells

2020 IEEE Transportation Electrification Conference & Expo (ITEC) ◽

10.1109/itec48692.2020.9161487 ◽

2020 ◽

Author(s):

Zunya Shi ◽

Mayuresh Savargaonkar ◽

Abdallah A. Chehade ◽

Ala A. Hussein

Keyword(s):

Short Term Memory ◽

State Of Charge ◽

Li Ion Battery ◽

Short Term ◽

Term Memory ◽

Memory Network ◽

Li Ion ◽

Long Short Term Memory ◽

State Of Charge Estimation ◽

Battery Cells

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State of charge estimation based on improved Li-ion battery model using extended Kalman filter

2013 IEEE 8th Conference on Industrial Electronics and Applications (ICIEA) ◽

10.1109/iciea.2013.6566440 ◽

2013 ◽

Cited By ~ 1

Author(s):

Xiang Zhou ◽

Bingzhan Zhang ◽

Han Zhao ◽

Weixiang Shen ◽

Ajay Kapoor

Keyword(s):

Kalman Filter ◽

Extended Kalman Filter ◽

State Of Charge ◽

Li Ion Battery ◽

Battery Model ◽

Li Ion ◽

State Of Charge Estimation

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Enhancement in Li-Ion Battery Cell State-of-Charge Estimation Under Uncertain Model Statistics

IEEE Transactions on Vehicular Technology ◽

10.1109/tvt.2015.2492001 ◽

2016 ◽

Vol 65 (6) ◽

pp. 4608-4618 ◽

Cited By ~ 17

Author(s):

Menatalla Shehab El Din ◽

Mamoun F. Abdel-Hafez ◽

Ala A. Hussein

Keyword(s):

State Of Charge ◽

Li Ion Battery ◽

Battery Cell ◽

Cell State ◽

Uncertain Model ◽

Li Ion ◽

State Of Charge Estimation

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Hysteresis Compensation in State-of-Charge Estimation with a Nonlinear Double-Capacitor Li-Ion Battery Model

2021 American Control Conference (ACC) ◽

10.23919/acc50511.2021.9482791 ◽

2021 ◽

Author(s):

Hamidreza Movahedi ◽

Ning Tian ◽

Huazhen Fang ◽

Rajesh Rajamani

Keyword(s):

State Of Charge ◽

Li Ion Battery ◽

Hysteresis Compensation ◽

Battery Model ◽

Li Ion ◽

State Of Charge Estimation

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State of charge estimation for Li-ion battery based on LSSVR and CKF

2021 36th Youth Academic Annual Conference of Chinese Association of Automation (YAC) ◽

10.1109/yac53711.2021.9486497 ◽

2021 ◽

Author(s):

Mengmeng Wang ◽

Duo Xv ◽

ChunXi Li ◽

Quanbo Ge

Keyword(s):

State Of Charge ◽

Li Ion Battery ◽

Li Ion ◽

State Of Charge Estimation

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

IEEE Transactions on Industry Applications ◽

10.1109/tia.2020.3004294 ◽

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

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Electric Vehicle Li-Ion Battery State of Charge Estimation Using Artificial Neural Network

2018 International Conference on Inventive Research in Computing Applications (ICIRCA) ◽

10.1109/icirca.2018.8597234 ◽

2018 ◽

Cited By ~ 2

Author(s):

Mahesh S. Chitnis ◽

Sachin P. Pandit ◽

M. N. Shaikh

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Electric Vehicle ◽

State Of Charge ◽

Li Ion Battery ◽

Battery State Of Charge ◽

Li Ion ◽

Artificial Neural ◽

State Of Charge Estimation

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An enhanced temperature‐dependent model and state‐of‐charge estimation for a Li‐Ion battery using extended Kalman filter

International Journal of Energy Research ◽

10.1002/er.5435 ◽

2020 ◽

Vol 44 (9) ◽

pp. 7254-7267 ◽

Cited By ~ 5

Author(s):

Hui Pang ◽

Long Guo ◽

Longxing Wu ◽

Xinfang Jin

Keyword(s):

Kalman Filter ◽

Extended Kalman Filter ◽

State Of Charge ◽

Li Ion Battery ◽

Temperature Dependent ◽

Dependent Model ◽

Li Ion ◽

Temperature Dependent Model ◽

State Of Charge Estimation

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State-Of-Charge Estimation of Li-Ion Battery Using Extended Kalman Filter

TELKOMNIKA Indonesian Journal of Electrical Engineering ◽

10.11591/telkomnika.v11i12.3894 ◽

2013 ◽

Vol 11 (12) ◽

Author(s):

Feng Jin ◽

He Yong-ling

Keyword(s):

Kalman Filter ◽

Extended Kalman Filter ◽

State Of Charge ◽

Li Ion Battery ◽

Li Ion ◽

State Of Charge Estimation

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