Lithium-ion Battery State of Charge Estimation Method Using Optimized Deep Recurrent Neural Network Algorithm

2019 IEEE Industry Applications Society Annual Meeting ◽

10.1109/ias.2019.8912322 ◽

2019 ◽

Author(s):

M.S. Hossain Lipu ◽

M. A. Hannan ◽

Aini Hussain ◽

M.H.M. Saad ◽

A. Ayob ◽

...

Keyword(s):

Neural Network ◽

Lithium Ion Battery ◽

Recurrent Neural Network ◽

Estimation Method ◽

Lithium Ion ◽

State Of Charge ◽

Deep Recurrent Neural Network ◽

Battery State Of Charge ◽

Neural Network Algorithm ◽

State Of Charge Estimation

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Lithium-ion battery state of charge estimation based on dynamic neural network and Kalman filter

2018 IEEE International Conference on Prognostics and Health Management (ICPHM) ◽

10.1109/icphm.2018.8448734 ◽

2018 ◽

Author(s):

Chen Kun ◽

Mao Zhiwei ◽

Lai Yuehua ◽

Jiang Zhinong ◽

Zhang Jinjie

Keyword(s):

Neural Network ◽

Kalman Filter ◽

Lithium Ion Battery ◽

Lithium Ion ◽

State Of Charge ◽

Dynamic Neural Network ◽

Battery State Of Charge ◽

State Of Charge Estimation

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State of Charge Estimation for Lithium-Ion Battery Based on NARX Recurrent Neural Network and Moving Window Method

IEEE Access ◽

10.1109/access.2021.3086507 ◽

2021 ◽

pp. 1-1

Author(s):

Qiao-Wang ◽

Hai Rong-Gu ◽

Min-Ye ◽

Meng-Wei ◽

Xin Xin-Xu

Keyword(s):

Neural Network ◽

Lithium Ion Battery ◽

Recurrent Neural Network ◽

Lithium Ion ◽

State Of Charge ◽

Moving Window ◽

Window Method ◽

State Of Charge Estimation

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State of Charge Estimation for Lithium-ion Battery using Recurrent Neural Network

2018 IEEE International Conference on Advanced Manufacturing (ICAM) ◽

10.1109/amcon.2018.8615025 ◽

2018 ◽

Author(s):

Van-Tsai Liu ◽

Yi-Kai Sun ◽

Hong-Yi Lu ◽

Sun-Kai Wang

Keyword(s):

Neural Network ◽

Lithium Ion Battery ◽

Recurrent Neural Network ◽

Lithium Ion ◽

State Of Charge ◽

State Of Charge Estimation

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Optimal BP neural network algorithm for state of charge estimation of lithium-ion battery using PSO with PCA feature selection

Journal of Renewable and Sustainable Energy ◽

10.1063/1.5008491 ◽

2017 ◽

Vol 9 (6) ◽

pp. 064102 ◽

Author(s):

M. S. Hossain Lipu ◽

M. A. Hannan ◽

Aini Hussain ◽

M. H. M. Saad

Keyword(s):

Neural Network ◽

Feature Selection ◽

Lithium Ion Battery ◽

Bp Neural Network ◽

Lithium Ion ◽

State Of Charge ◽

Network Algorithm ◽

Neural Network Algorithm ◽

State Of Charge Estimation

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Robust sliding mode observer using RBF neural network for lithium-ion battery state of charge estimation in electric vehicles

2014 9th IEEE Conference on Industrial Electronics and Applications ◽

10.1109/iciea.2014.6931128 ◽

2014 ◽

Author(s):

Xiaopeng Chen ◽

Weixiang Shen ◽

Zhenwei Cao ◽

Ajay Kapoor

Keyword(s):

Neural Network ◽

Lithium Ion Battery ◽

Electric Vehicles ◽

Sliding Mode ◽

Rbf Neural Network ◽

Lithium Ion ◽

Sliding Mode Observer ◽

State Of Charge ◽

Battery State Of Charge ◽

State Of Charge Estimation

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State-of-charge estimation of lithium-ion battery based on clockwork recurrent neural network

Energy ◽

10.1016/j.energy.2021.121360 ◽

2021 ◽

pp. 121360

Author(s):

Xiong Feng ◽

Junxiong Chen ◽

Zhongwei Zhang ◽

Shuwen Miao ◽

Qiao Zhu

Keyword(s):

Neural Network ◽

Lithium Ion Battery ◽

Recurrent Neural Network ◽

Lithium Ion ◽

State Of Charge ◽

State Of Charge Estimation

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State of Charge Estimation of Lithium-ion Battery Based on Recurrent Neural Network

2020 Asia Energy and Electrical Engineering Symposium (AEEES) ◽

10.1109/aeees48850.2020.9121545 ◽

2020 ◽

Author(s):

Zhengqi Liu ◽

Wanqing Jia ◽

Tian Liu ◽

Yating Chang ◽

Jing Li

Keyword(s):

Neural Network ◽

Lithium Ion Battery ◽

Recurrent Neural Network ◽

Lithium Ion ◽

State Of Charge ◽

State Of Charge Estimation

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A Novel State of Charge Estimation Method of Lithium-ion Battery Based on NARX Neural Network Model

10.1109/icma52036.2021.9512693 ◽

2021 ◽

Author(s):

Qiao-Wang ◽

Min-Ye ◽

Meng-Wei ◽

Chenguang-Wu ◽

Xinxin-Xu

Keyword(s):

Neural Network ◽

Lithium Ion Battery ◽

Network Model ◽

Neural Network Model ◽

Estimation Method ◽

Lithium Ion ◽

State Of Charge ◽

State Of Charge Estimation ◽

Narx Neural Network

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Robust Adaptive Sliding-Mode Observer Using RBF Neural Network for Lithium-Ion Battery State of Charge Estimation in Electric Vehicles

IEEE Transactions on Vehicular Technology ◽

10.1109/tvt.2015.2427659 ◽

2016 ◽

Vol 65 (4) ◽

pp. 1936-1947 ◽

Author(s):

Xiaopeng Chen ◽

Weixiang Shen ◽

Mingxiang Dai ◽

Zhenwei Cao ◽

Jiong Jin ◽

...

Keyword(s):

Neural Network ◽

Lithium Ion Battery ◽

Electric Vehicles ◽

Sliding Mode ◽

Rbf Neural Network ◽

Lithium Ion ◽

State Of Charge ◽

Battery State Of Charge ◽

Robust Adaptive ◽

State Of Charge Estimation

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State of charge estimation of lithium-ion battery using denoising autoencoder and gated recurrent unit recurrent neural network

Energy ◽

10.1016/j.energy.2021.120451 ◽

2021 ◽

Vol 227 ◽

pp. 120451

Author(s):

Junxiong Chen ◽

Xiong Feng ◽

Lin Jiang ◽

Qiao Zhu

Keyword(s):

Neural Network ◽

Lithium Ion Battery ◽

Recurrent Neural Network ◽

Lithium Ion ◽

State Of Charge ◽

Denoising Autoencoder ◽

Gated Recurrent Unit ◽

State Of Charge Estimation

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