A data-driven multi-scale extended Kalman filtering based parameter and state estimation approach of lithium-ion polymer battery in electric vehicles

Applied Energy ◽

10.1016/j.apenergy.2013.07.061 ◽

2014 ◽

Vol 113 ◽

pp. 463-476 ◽

Author(s):

Rui Xiong ◽

Fengchun Sun ◽

Zheng Chen ◽

Hongwen He

Keyword(s):

State Estimation ◽

Electric Vehicles ◽

Kalman Filtering ◽

Lithium Ion ◽

Data Driven ◽

Extended Kalman Filtering ◽

Multi Scale ◽

Lithium Ion Polymer Battery ◽

Polymer Battery

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A data-driven adaptive state of charge and power capability joint estimator of lithium-ion polymer battery used in electric vehicles

Energy ◽

10.1016/j.energy.2013.10.027 ◽

2013 ◽

Vol 63 ◽

pp. 295-308 ◽

Author(s):

Rui Xiong ◽

Fengchun Sun ◽

Hongwen He ◽

Trong Duy Nguyen

Keyword(s):

Electric Vehicles ◽

Lithium Ion ◽

State Of Charge ◽

Data Driven ◽

Lithium Ion Polymer Battery ◽

Power Capability ◽

Polymer Battery

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A data-driven based adaptive state of charge estimator of lithium-ion polymer battery used in electric vehicles

Applied Energy ◽

10.1016/j.apenergy.2013.09.006 ◽

2014 ◽

Vol 113 ◽

pp. 1421-1433 ◽

Author(s):

Rui Xiong ◽

Fengchun Sun ◽

Xianzhi Gong ◽

Chenchen Gao

Keyword(s):

Electric Vehicles ◽

Lithium Ion ◽

State Of Charge ◽

Data Driven ◽

Lithium Ion Polymer Battery ◽

Polymer Battery

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BCRLS-EKF-Based Parameter Identification and State-of-Charge Estimation Approach of Lithium-Ion Polymer Battery in Electric Vehicles

Lecture Notes in Electrical Engineering - Proceedings of the 19th Asia Pacific Automotive Engineering Conference & SAE-China Congress 2017: Selected Papers ◽

10.1007/978-981-10-8506-2_43 ◽

2018 ◽

pp. 629-640 ◽

Author(s):

Zhifu Wang ◽

Zhaojian Liu ◽

Zhi Li

Keyword(s):

Parameter Identification ◽

Electric Vehicles ◽

Lithium Ion ◽

State Of Charge ◽

Lithium Ion Polymer Battery ◽

Polymer Battery ◽

State Of Charge Estimation

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A novel approach to state of charge estimation using extended Kalman filtering for lithium-ion batteries in electric vehicles

2014 IEEE Conference and Expo Transportation Electrification Asia-Pacific (ITEC Asia-Pacific) ◽

10.1109/itec-ap.2014.6941260 ◽

2014 ◽

Author(s):

Cheng Lin ◽

Xiaohua Zhang ◽

Rui Xiong ◽

Fengjun Zhou

Keyword(s):

Lithium Ion Batteries ◽

Electric Vehicles ◽

Kalman Filtering ◽

Lithium Ion ◽

State Of Charge ◽

Extended Kalman Filtering ◽

Novel Approach ◽

State Of Charge Estimation

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A novel Lithium-Ion-Polymer battery model for hybrid/electric vehicles

2014 IEEE 23rd International Symposium on Industrial Electronics (ISIE) ◽

10.1109/isie.2014.6864640 ◽

2014 ◽

Author(s):

Murat Ceylan ◽

Turev Sarikurt ◽

Abdulkadir Balikci

Keyword(s):

Electric Vehicles ◽

Hybrid Electric Vehicles ◽

Lithium Ion ◽

Battery Model ◽

Lithium Ion Polymer Battery ◽

Hybrid Electric ◽

Polymer Battery

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Online State Estimation Using Particles Filters of Lithium-Ion Polymer Battery Packs for Electric Vehicle

2015 IEEE International Conference on Systems, Man, and Cybernetics ◽

10.1109/smc.2015.146 ◽

2015 ◽

Author(s):

Xiongbo Hao ◽

Jian Wu

Keyword(s):

State Estimation ◽

Electric Vehicle ◽

Lithium Ion ◽

Battery Packs ◽

Lithium Ion Polymer Battery ◽

Polymer Battery

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A novel bias compensation recursive least square‐multiple weighted dual extended Kalman filtering method for accurate state‐of‐charge and state‐of‐health co‐estimation of lithium‐ion batteries

International Journal of Circuit Theory and Applications ◽

10.1002/cta.3115 ◽

2021 ◽

Author(s):

Jialu Qiao ◽

Shunli Wang ◽

Chunmei Yu ◽

Weihao Shi ◽

Carlos Fernandez

Keyword(s):

Lithium Ion Batteries ◽

Kalman Filtering ◽

Lithium Ion ◽

State Of Charge ◽

Least Square ◽

State Of Health ◽

Recursive Least Square ◽

Extended Kalman Filtering ◽

Filtering Method ◽

Bias Compensation

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Computer Simulations of a Lithium-Ion Polymer Battery and Implications for Higher Capacity Next-Generation Battery Designs

Journal of The Electrochemical Society ◽

10.1149/1.1569478 ◽

2003 ◽

Vol 150 (6) ◽

pp. A706 ◽

Author(s):

Marc Doyle ◽

Yuris Fuentes

Keyword(s):

Computer Simulations ◽

Lithium Ion ◽

Next Generation ◽

Lithium Ion Polymer Battery ◽

Polymer Battery

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Numerical robustness of extended Kalman filtering based state estimation in ill‐conditioned continuous‐discrete nonlinear stochastic chemical systems

International Journal of Robust and Nonlinear Control ◽

10.1002/rnc.4440 ◽

2018 ◽

Vol 29 (5) ◽

pp. 1377-1395 ◽

Author(s):

G. Yu. Kulikov ◽

M. V. Kulikova

Keyword(s):

State Estimation ◽

Kalman Filtering ◽

Extended Kalman Filtering ◽

Chemical Systems ◽

Numerical Robustness

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Maximum Correntropy Extended Kalman Filtering for Power System Dynamic State Estimation

2019 IEEE Power & Energy Society General Meeting (PESGM) ◽

10.1109/pesgm40551.2019.8973525 ◽

2019 ◽

Author(s):

S. M. Mohiuddin ◽

Junjian Qi

Keyword(s):

Power System ◽

State Estimation ◽

Kalman Filtering ◽

System Dynamic ◽

Dynamic State ◽

Extended Kalman Filtering ◽

Dynamic State Estimation

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