A State-of-Charge Estimation Method based on Bidirectional LSTM Networks for Lithium-ion Batteries

2020 16th International Conference on Control, Automation, Robotics and Vision (ICARCV) ◽

10.1109/icarcv50220.2020.9305394 ◽

2020 ◽

Author(s):

Zhen Zhang ◽

Ming Xu ◽

Longhua Ma ◽

Binchao Yu

Keyword(s):

Lithium Ion Batteries ◽

Estimation Method ◽

Lithium Ion ◽

State Of Charge ◽

Bidirectional Lstm ◽

State Of Charge Estimation

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A novel adaptive state of charge estimation method of full life cycling lithium‐ion batteries based on the multiple parameter optimization

Energy Science & Engineering ◽

10.1002/ese3.362 ◽

2019 ◽

Vol 7 (5) ◽

pp. 1544-1556 ◽

Author(s):

Wen Cao ◽

Shun‐Li Wang ◽

Carlos Fernandez ◽

Chuan‐Yun Zou ◽

Chun‐Mei Yu ◽

...

Keyword(s):

Lithium Ion Batteries ◽

Parameter Optimization ◽

Estimation Method ◽

Lithium Ion ◽

State Of Charge ◽

Multiple Parameter ◽

Full Life ◽

State Of Charge Estimation

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An improved state of charge estimation method based on cubature Kalman filter for lithium-ion batteries

Applied Energy ◽

10.1016/j.apenergy.2019.113520 ◽

2019 ◽

Vol 253 ◽

pp. 113520 ◽

Author(s):

Jiankun Peng ◽

Jiayi Luo ◽

Hongwen He ◽

Bing Lu

Keyword(s):

Kalman Filter ◽

Lithium Ion Batteries ◽

Estimation Method ◽

Lithium Ion ◽

State Of Charge ◽

Cubature Kalman Filter ◽

State Of Charge Estimation

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A state of charge estimation method for lithium-ion batteries based on fractional order adaptive extended kalman filter

Energy ◽

10.1016/j.energy.2019.115880 ◽

2019 ◽

Vol 187 ◽

pp. 115880 ◽

Author(s):

Qiao Zhu ◽

Mengen Xu ◽

Weiqun Liu ◽

Mengqian Zheng

Keyword(s):

Kalman Filter ◽

Lithium Ion Batteries ◽

Extended Kalman Filter ◽

Fractional Order ◽

Estimation Method ◽

Lithium Ion ◽

State Of Charge ◽

Adaptive Extended Kalman Filter ◽

State Of Charge Estimation

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A new state-of-charge estimation method for electric vehicle lithium-ion batteries based on multiple input parameter fitting model

International Journal of Energy Research ◽

10.1002/er.3705 ◽

2017 ◽

Vol 41 (9) ◽

pp. 1265-1276 ◽

Author(s):

Xintian Liu ◽

Yao He ◽

Xinxin Zheng ◽

Jiangfeng Zhang ◽

Guojian Zeng

Keyword(s):

Lithium Ion Batteries ◽

Electric Vehicle ◽

Input Parameter ◽

Estimation Method ◽

Lithium Ion ◽

State Of Charge ◽

Parameter Fitting ◽

Multiple Input ◽

State Of Charge Estimation ◽

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A Novel State-of-Charge Estimation Method of Lithium-Ion Batteries Combining the Grey Model and Genetic Algorithms

IEEE Transactions on Power Electronics ◽

10.1109/tpel.2017.2782721 ◽

2018 ◽

Vol 33 (10) ◽

pp. 8797-8807 ◽

Author(s):

Lin Chen ◽

Zhengzheng Wang ◽

Zhiqiang Lu ◽

Junzi Li ◽

Bing Ji ◽

...

Keyword(s):

Genetic Algorithms ◽

Lithium Ion Batteries ◽

Estimation Method ◽

Lithium Ion ◽

State Of Charge ◽

State Of Charge Estimation

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State-of-charge estimation method of lithium-ion batteries based on long-short term memory network

IOP Conference Series Earth and Environmental Science ◽

10.1088/1755-1315/208/1/012001 ◽

2018 ◽

Vol 208 ◽

pp. 012001 ◽

Author(s):

Qichang Zhang ◽

Bing Liu ◽

Fei Zhou ◽

Qianzhi Wang ◽

Jizhou Kong

Keyword(s):

Lithium Ion Batteries ◽

Short Term Memory ◽

Estimation Method ◽

Lithium Ion ◽

State Of Charge ◽

Term Memory ◽

Memory Network ◽

Long Short Term Memory ◽

State Of Charge Estimation

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A Combined State of Charge Estimation Method for Lithium‐Ion Batteries Using Cubature Kalman Filter and Least Square with Gradient Correction

Advanced Theory and Simulations ◽

10.1002/adts.202100331 ◽

2021 ◽

pp. 2100331

Author(s):

Zheng Liu ◽

Shaohang Chen ◽

Huifeng Wu ◽

Heyue Huang ◽

Zhenhua Zhao

Keyword(s):

Kalman Filter ◽

Lithium Ion Batteries ◽

Estimation Method ◽

Lithium Ion ◽

State Of Charge ◽

Least Square ◽

Cubature Kalman Filter ◽

State Of Charge Estimation ◽

Gradient Correction

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A double-scale and adaptive particle filter-based online parameter and state of charge estimation method for lithium-ion batteries

Energy ◽

10.1016/j.energy.2017.12.061 ◽

2018 ◽

Vol 144 ◽

pp. 789-799 ◽

Author(s):

Min Ye ◽

Hui Guo ◽

Rui Xiong ◽

Quanqing Yu

Keyword(s):

Particle Filter ◽

Lithium Ion Batteries ◽

Estimation Method ◽

Lithium Ion ◽

State Of Charge ◽

State Of Charge Estimation ◽

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A Combined State of Charge Estimation Method for Lithium-Ion Batteries Used in a Wide Ambient Temperature Range

Energies ◽

10.3390/en7053004 ◽

2014 ◽

Vol 7 (5) ◽

pp. 3004-3032 ◽

Author(s):

Fei Feng ◽

Rengui Lu ◽

Chunbo Zhu

Keyword(s):

Ambient Temperature ◽

Lithium Ion Batteries ◽

Estimation Method ◽

Lithium Ion ◽

State Of Charge ◽

Temperature Range ◽

State Of Charge Estimation

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A Temperature-Dependent State of Charge Estimation Method Including Hysteresis for Lithium-Ion Batteries in Hybrid Electric Vehicles

IEEE Access ◽

10.1109/access.2020.3009281 ◽

2020 ◽

Vol 8 ◽

pp. 129857-129868

Author(s):

Eunseok Choi ◽

Sekchin Chang

Keyword(s):

Lithium Ion Batteries ◽

Electric Vehicles ◽

Hybrid Electric Vehicles ◽

Estimation Method ◽

Lithium Ion ◽

State Of Charge ◽

Temperature Dependent ◽

Hybrid Electric ◽

State Of Charge Estimation ◽

Dependent State

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