Extended Kalman Filter with a Fuzzy Method for Accurate Battery Pack State of Charge Estimation

Saeed Sepasi; Leon Roose; Marc Matsuura

doi:10.3390/en8065217

Extended Kalman Filter with a Fuzzy Method for Accurate Battery Pack State of Charge Estimation

Energies ◽

10.3390/en8065217 ◽

2015 ◽

Vol 8 (6) ◽

pp. 5217-5233 ◽

Cited By ~ 35

Author(s):

Saeed Sepasi ◽

Leon Roose ◽

Marc Matsuura

Keyword(s):

Kalman Filter ◽

Extended Kalman Filter ◽

State Of Charge ◽

Battery Pack ◽

Fuzzy Method ◽

State Of Charge Estimation

Download Full-text

State-of-charge estimation of lithium-ion battery pack by using an adaptive extended Kalman filter for electric vehicles

Journal of Energy Storage ◽

10.1016/j.est.2021.102457 ◽

2021 ◽

Vol 37 ◽

pp. 102457

Author(s):

Zhiyong Zhang ◽

Li Jiang ◽

Liuzhu Zhang ◽

Caixia Huang

Keyword(s):

Kalman Filter ◽

Lithium Ion Battery ◽

Extended Kalman Filter ◽

Electric Vehicles ◽

Lithium Ion ◽

State Of Charge ◽

Battery Pack ◽

Adaptive Extended Kalman Filter ◽

State Of Charge Estimation

Download Full-text

Improved extended Kalman filter for state of charge estimation of battery pack

Journal of Power Sources ◽

10.1016/j.jpowsour.2013.12.093 ◽

2014 ◽

Vol 255 ◽

pp. 368-376 ◽

Cited By ~ 84

Author(s):

Saeed Sepasi ◽

Reza Ghorbani ◽

Bor Yann Liaw

Keyword(s):

Kalman Filter ◽

Extended Kalman Filter ◽

State Of Charge ◽

Battery Pack ◽

State Of Charge Estimation

Download Full-text

State of Charge Estimation for Lithium-ion Batteries Based on Adaptive Fractional Extended Kalman Filter

2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS) ◽

10.1109/ddcls49620.2020.9275036 ◽

2020 ◽

Author(s):

Shizhong Li ◽

Yan Li ◽

Yue Sun ◽

Daduan Zhao ◽

Chenghui Zhang

Keyword(s):

Kalman Filter ◽

Lithium Ion Batteries ◽

Extended Kalman Filter ◽

Lithium Ion ◽

State Of Charge ◽

State Of Charge Estimation

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

A State of Charge Estimation Approach Based on Fractional Order Adaptive Extended Kalman Filter for Lithium-ion Batteries

2018 IEEE 7th Data Driven Control and Learning Systems Conference (DDCLS) ◽

10.1109/ddcls.2018.8516091 ◽

2018 ◽

Author(s):

Mengren Xu ◽

Qiao Zhu ◽

Mengrqian Zheng

Keyword(s):

Kalman Filter ◽

Lithium Ion Batteries ◽

Extended Kalman Filter ◽

Fractional Order ◽

Lithium Ion ◽

State Of Charge ◽

Adaptive Extended Kalman Filter ◽

State Of Charge Estimation

Download Full-text

State-of-charge estimation with adaptive extended Kalman filter and extended stochastic gradient algorithm for lithium-ion batteries

Journal of Energy Storage ◽

10.1016/j.est.2021.103611 ◽

2021 ◽

pp. 103611

Author(s):

Yuanmao Ye ◽

Zhenpeng Li ◽

Jingxiong Lin ◽

Xiaolin Wang

Keyword(s):

Kalman Filter ◽

Lithium Ion Batteries ◽

Extended Kalman Filter ◽

Lithium Ion ◽

Stochastic Gradient ◽

State Of Charge ◽

Gradient Algorithm ◽

Stochastic Gradient Algorithm ◽

Adaptive Extended Kalman Filter ◽

State Of Charge Estimation

Download Full-text

State of Charge Estimation of Lithium-Ion Battery Based on Second-order Extended Kalman Filter

2019 IEEE 4th Advanced Information Technology, Electronic and Automation Control Conference (IAEAC) ◽

10.1109/iaeac47372.2019.8997978 ◽

2019 ◽

Author(s):

Mengtao Huang ◽

Chao Wang ◽

Jiamei Zhao

Keyword(s):

Kalman Filter ◽

Lithium Ion Battery ◽

Extended Kalman Filter ◽

Lithium Ion ◽

Second Order ◽

State Of Charge ◽

State Of Charge Estimation

Download Full-text

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

Download Full-text