Convolutional Gated Recurrent Unit–Recurrent Neural Network for State-of-Charge Estimation of Lithium-Ion Batteries

IEEE Access ◽

10.1109/access.2019.2928037 ◽

2019 ◽

Vol 7 ◽

pp. 93139-93149 ◽

Author(s):

Zhelin Huang ◽

Fangfang Yang ◽

Fan Xu ◽

Xiangbao Song ◽

Kwok-Leung Tsui

Keyword(s):

Neural Network ◽

Lithium Ion Batteries ◽

Recurrent Neural Network ◽

Lithium Ion ◽

State Of Charge ◽

Gated Recurrent Unit ◽

State Of Charge Estimation

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State-of-charge estimation of lithium-ion batteries based on gated recurrent neural network

Energy ◽

10.1016/j.energy.2019.03.059 ◽

2019 ◽

Vol 175 ◽

pp. 66-75 ◽

Author(s):

Fangfang Yang ◽

Weihua Li ◽

Chuan Li ◽

Qiang Miao

Keyword(s):

Neural Network ◽

Lithium Ion Batteries ◽

Recurrent Neural Network ◽

Lithium Ion ◽

State Of Charge ◽

State Of Charge Estimation

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A Recurrent Neural Network with Long Short-Term Memory for State of Charge Estimation of Lithium-ion Batteries

2019 IEEE 8th Joint International Information Technology and Artificial Intelligence Conference (ITAIC) ◽

10.1109/itaic.2019.8785770 ◽

2019 ◽

Author(s):

Chaoran Li ◽

Fei Xiao ◽

Yaxiang Fan ◽

Guorun Yang ◽

Weiwei Zhang

Keyword(s):

Neural Network ◽

Lithium Ion Batteries ◽

Recurrent Neural Network ◽

Short Term Memory ◽

Lithium Ion ◽

State Of Charge ◽

Term Memory ◽

Long Short Term Memory ◽

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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State‐of‐charge estimation of lithium‐ion batteries using composite multi‐dimensional features and a neural network

IET Power Electronics ◽

10.1049/iet-pel.2018.6144 ◽

2019 ◽

Vol 12 (6) ◽

pp. 1470-1478 ◽

Author(s):

Jianhua Li ◽

Mingsheng Liu

Keyword(s):

Neural Network ◽

Lithium Ion Batteries ◽

Lithium Ion ◽

State Of Charge ◽

State Of Charge Estimation

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LISA: A Transferable Light-weight Multi-Head Self-Attention Neural Network Model for Lithium-Ion Batteries State-of-Charge Estimation

10.1109/spies52282.2021.9633780 ◽

2021 ◽

Author(s):

Ruizhi Hun ◽

Song Zhang ◽

Gurjeet Singh ◽

Jian Qian ◽

Yun Chen ◽

...

Keyword(s):

Neural Network ◽

Lithium Ion Batteries ◽

Network Model ◽

Neural Network Model ◽

Lithium Ion ◽

State Of Charge ◽

Light Weight ◽

State Of Charge Estimation

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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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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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A Novel Intelligent Method for the State of Charge Estimation of Lithium-Ion Batteries Using a Discrete Wavelet Transform-Based Wavelet Neural Network

Energies ◽

10.3390/en11040995 ◽

2018 ◽

Vol 11 (4) ◽

pp. 995 ◽

Author(s):

Deyu Cui ◽

Bizhong Xia ◽

Ruifeng Zhang ◽

Zhen Sun ◽

Zizhou Lao ◽

...

Keyword(s):

Neural Network ◽

Wavelet Transform ◽

Discrete Wavelet Transform ◽

Lithium Ion Batteries ◽

Lithium Ion ◽

Wavelet Neural Network ◽

The State ◽

State Of Charge ◽

Discrete Wavelet ◽

State Of Charge Estimation

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Accurate State-of-Charge Estimation Approach for Lithium-Ion Batteries by Gated Recurrent Unit With Ensemble Optimizer

IEEE Access ◽

10.1109/access.2019.2913078 ◽

2019 ◽

Vol 7 ◽

pp. 54192-54202 ◽

Author(s):

Bin Xiao ◽

Yonggui Liu ◽

Bing Xiao

Keyword(s):

Lithium Ion Batteries ◽

Lithium Ion ◽

State Of Charge ◽

Gated Recurrent Unit ◽

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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