Robustness Evaluation of Unscented Kalman Filter for State of Charge Estimation Based on Battery Capacity Degradation Model

IECON 2019 - 45th Annual Conference of the IEEE Industrial Electronics Society ◽

10.1109/iecon.2019.8926868 ◽

2019 ◽

Author(s):

Hamza Mediouni ◽

Soumia El Hani ◽

Khadija El Harouri ◽

Joao Martins ◽

Ricardo Jardim Goncalves

Keyword(s):

Kalman Filter ◽

Unscented Kalman Filter ◽

State Of Charge ◽

Degradation Model ◽

Capacity Degradation ◽

Battery Capacity ◽

State Of Charge Estimation

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Adaptive state of charge estimation of Lithium-ion battery based on battery capacity degradation model

Energy Procedia ◽

10.1016/j.egypro.2018.09.203 ◽

2018 ◽

Vol 152 ◽

pp. 514-519 ◽

Author(s):

Guodong Yang ◽

Junqiu Li ◽

Zijian Fu ◽

Lin Guo

Keyword(s):

Lithium Ion Battery ◽

Lithium Ion ◽

State Of Charge ◽

Degradation Model ◽

Capacity Degradation ◽

Battery Capacity ◽

State Of Charge Estimation

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A Comparison between State of Charge Estimation Methods: Extended Kalman Filter and Unscented Kalman Filter

2020 IEEE 26th International Symposium for Design and Technology in Electronic Packaging (SIITME) ◽

10.1109/siitme50350.2020.9292232 ◽

2020 ◽

Author(s):

Adelina Ioana Ilies ◽

Gabriel Chindris ◽

Dan Pitica

Keyword(s):

Kalman Filter ◽

Extended Kalman Filter ◽

Unscented Kalman Filter ◽

State Of Charge ◽

Estimation Methods ◽

State Of Charge Estimation

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A modified model based state of charge estimation of power lithium-ion batteries using unscented Kalman filter

Journal of Power Sources ◽

10.1016/j.jpowsour.2014.07.143 ◽

2014 ◽

Vol 270 ◽

pp. 619-626 ◽

Author(s):

Yong Tian ◽

Bizhong Xia ◽

Wei Sun ◽

Zhihui Xu ◽

Weiwei Zheng

Keyword(s):

Kalman Filter ◽

Lithium Ion Batteries ◽

Unscented Kalman Filter ◽

Lithium Ion ◽

State Of Charge ◽

Modified Model ◽

Model Based ◽

State Of Charge Estimation

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State of Charge Estimation of Lithium Battery Energy Storage Systems Based on Adaptive Correntropy Unscented Kalman Filter

2020 5th Asia Conference on Power and Electrical Engineering (ACPEE) ◽

10.1109/acpee48638.2020.9136357 ◽

2020 ◽

Author(s):

Xinyu Qiu ◽

Yaosong Guo ◽

Ji Zhang ◽

Haifeng Zhao ◽

Xu Peng ◽

...

Keyword(s):

Kalman Filter ◽

Energy Storage ◽

Lithium Battery ◽

Unscented Kalman Filter ◽

Storage Systems ◽

State Of Charge ◽

Battery Energy Storage ◽

Battery Energy Storage Systems ◽

Battery Energy ◽

State Of Charge Estimation

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A normal‐gamma‐based adaptive dual unscented Kalman filter for battery parameters and state‐of‐charge estimation with heavy‐tailed measurement noise

International Journal of Energy Research ◽

10.1002/er.5042 ◽

2020 ◽

Vol 44 (5) ◽

pp. 3510-3525 ◽

Author(s):

Jing Hou ◽

Yan Yang ◽

Tian Gao

Keyword(s):

Kalman Filter ◽

Unscented Kalman Filter ◽

State Of Charge ◽

Measurement Noise ◽

Heavy Tailed ◽

State Of Charge Estimation

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State-of-Charge Estimation of Lithium Battery Based on Square Root Unscented Kalman Filter Algorithm

2020 IEEE International Conference on Artificial Intelligence and Computer Applications (ICAICA) ◽

10.1109/icaica50127.2020.9181866 ◽

2020 ◽

Author(s):

Lingling Ju ◽

Dingdong Gu ◽

Yun Shi ◽

Yujiang He ◽

Tao Chen

Keyword(s):

Kalman Filter ◽

Lithium Battery ◽

Unscented Kalman Filter ◽

State Of Charge ◽

Square Root ◽

Kalman Filter Algorithm ◽

State Of Charge Estimation

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State-of-charge estimation for lithium-ion battery using Busse's adaptive unscented Kalman filter

2015 IEEE Conference on Energy Conversion (CENCON) ◽

10.1109/cencon.2015.7409544 ◽

2015 ◽

Author(s):

Low Wen Yao ◽

J. A. Aziz ◽

N.R.N. Idris

Keyword(s):

Kalman Filter ◽

Lithium Ion Battery ◽

Unscented Kalman Filter ◽

Lithium Ion ◽

State Of Charge ◽

Adaptive Unscented Kalman Filter ◽

State Of Charge Estimation

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State of charge estimation for Li-ion batteries using neural network modeling and unscented Kalman filter-based error cancellation

International Journal of Electrical Power & Energy Systems ◽

10.1016/j.ijepes.2014.04.059 ◽

2014 ◽

Vol 62 ◽

pp. 783-791 ◽

Author(s):

Wei He ◽

Nicholas Williard ◽

Chaochao Chen ◽

Michael Pecht

Keyword(s):

Neural Network ◽

Kalman Filter ◽

Unscented Kalman Filter ◽

Network Modeling ◽

State Of Charge ◽

Neural Network Modeling ◽

Li Ion Batteries ◽

Error Cancellation ◽

Li Ion ◽

State Of Charge Estimation

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An Adaptive Square Root Unscented Kalman Filter Approach for State of Charge Estimation of Lithium-Ion Batteries

Energies ◽

10.3390/en10091345 ◽

2017 ◽

Vol 10 (9) ◽

pp. 1345 ◽

Author(s):

◽

◽

Keyword(s):

Kalman Filter ◽

Lithium Ion Batteries ◽

Unscented Kalman Filter ◽

Lithium Ion ◽

State Of Charge ◽

Square Root ◽

Filter Approach ◽

State Of Charge Estimation

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A Novel Battery State of Charge Estimation Based on the Joint Unscented Kalman Filter and Support Vector Machine Algorithms

International Journal of Electrochemical Science ◽

10.20964/2020.08.83 ◽

2020 ◽

pp. 7935-7953

Author(s):

Fei Xie ◽

Keyword(s):

Support Vector Machine ◽

Kalman Filter ◽

Unscented Kalman Filter ◽

State Of Charge ◽

Support Vector ◽

Battery State Of Charge ◽

State Of Charge Estimation

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