Robustness Evaluation of Extended and Unscented Kalman Filter for Battery State of Charge Estimation

IEEE Access ◽

10.1109/access.2018.2833858 ◽

2018 ◽

Vol 6 ◽

pp. 27617-27628 ◽

Cited By ~ 27

Author(s):

Chao Huang ◽

Zhenhua Wang ◽

Zihan Zhao ◽

Long Wang ◽

Chun Sing Lai ◽

...

Keyword(s):

Kalman Filter ◽

Unscented Kalman Filter ◽

State Of Charge ◽

Battery State Of Charge ◽

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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Lithium Polymer Battery State-of-Charge Estimation Based on Adaptive Unscented Kalman Filter and Support Vector Machine

IEEE Transactions on Power Electronics ◽

10.1109/tpel.2015.2439578 ◽

2016 ◽

Vol 31 (3) ◽

pp. 2226-2238 ◽

Cited By ~ 107

Author(s):

Jinhao Meng ◽

Guangzhao Luo ◽

Fei Gao

Keyword(s):

Support Vector Machine ◽

Kalman Filter ◽

Unscented Kalman Filter ◽

State Of Charge ◽

Support Vector ◽

Lithium Polymer Battery ◽

Adaptive Unscented Kalman Filter ◽

Battery State Of Charge ◽

Polymer Battery ◽

State Of Charge Estimation

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Parallel Arithmetical Unscented Kalman Filter Technic for Lithium-ion Battery State-of-Charge Estimation

Proceedings of the 2016 6th International Conference on Advanced Design and Manufacturing Engineering (ICADME 2016) ◽

10.2991/icadme-16.2016.119 ◽

2016 ◽

Author(s):

Weilong Liu ◽

Liye Wang ◽

Lifang Wang ◽

Chenglin Liao

Keyword(s):

Kalman Filter ◽

Lithium Ion Battery ◽

Unscented Kalman Filter ◽

Lithium Ion ◽

State Of Charge ◽

Battery State Of Charge ◽

State Of Charge Estimation

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Battery State of Charge Estimation Using an Adaptive Unscented Kalman Filter for Photovoltaics Applications

International Review of Automatic Control (IREACO) ◽

10.15866/ireaco.v10i4.11393 ◽

2017 ◽

Vol 10 (4) ◽

pp. 349 ◽

Cited By ~ 1

Author(s):

Ahmed Gaga ◽

Hicham Benssassi ◽

Fatima Errahimi ◽

Najia Es-Sbai

Keyword(s):

Kalman Filter ◽

Unscented Kalman Filter ◽

State Of Charge ◽

Adaptive Unscented Kalman Filter ◽

Battery State Of Charge ◽

State Of Charge Estimation

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Lithium‐ion battery state of charge estimation based on square‐root unscented Kalman filter

IET Power Electronics ◽

10.1049/iet-pel.2012.0706 ◽

2013 ◽

Vol 6 (9) ◽

pp. 1833-1841 ◽

Cited By ~ 32

Author(s):

Hossein Gholizade‐Narm ◽

Mohammad Charkhgard

Keyword(s):

Kalman Filter ◽

Lithium Ion Battery ◽

Unscented Kalman Filter ◽

Lithium Ion ◽

State Of Charge ◽

Square Root ◽

Battery State Of Charge ◽

State Of Charge Estimation

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Model-based unscented Kalman filter observer design for lithium-ion battery state of charge estimation

International Journal of Energy Research ◽

10.1002/er.3954 ◽

2017 ◽

Vol 42 (4) ◽

pp. 1603-1614 ◽

Cited By ~ 25

Author(s):

Taipeng Wang ◽

Sizhong Chen ◽

Hongbin Ren ◽

Yuzhuang Zhao

Keyword(s):

Kalman Filter ◽

Lithium Ion Battery ◽

Unscented Kalman Filter ◽

Lithium Ion ◽

Observer Design ◽

State Of Charge ◽

Model Based ◽

Battery State Of Charge ◽

State Of Charge Estimation

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Battery State-Of-Charge Estimation Based on a Dual Unscented Kalman Filter and Fractional Variable-Order Model

Energies ◽

10.3390/en10101577 ◽

2017 ◽

Vol 10 (10) ◽

pp. 1577 ◽

Cited By ~ 15

Author(s):

Ming Cai ◽

Weijie Chen ◽

Xiaojun Tan

Keyword(s):

Kalman Filter ◽

Unscented Kalman Filter ◽

State Of Charge ◽

Variable Order ◽

Order Model ◽

Battery State Of Charge ◽

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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Battery State of Charge Estimation Using Adaptive Extended Kalman Filter for Electric Vehicle application

2020 IEEE 9th International Power Electronics and Motion Control Conference (IPEMC2020-ECCE Asia) ◽

10.1109/ipemc-ecceasia48364.2020.9367743 ◽

2020 ◽

Author(s):

Prashant Shrivastava ◽

Tey Kok Soon ◽

Mohd Yamani Idna Bin Idris ◽

Saad Mekhilef

Keyword(s):

Kalman Filter ◽

Electric Vehicle ◽

Extended Kalman Filter ◽

State Of Charge ◽

Battery State Of Charge ◽

Adaptive Extended Kalman Filter ◽

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 ◽

Cited By ~ 106

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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