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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

Open-Circuit Voltage-Based State of Charge Estimation of Lithium-ion Battery Using Dual Neural Network Fusion Battery Model

Electrochimica Acta ◽

10.1016/j.electacta.2015.12.001 ◽

2016 ◽

Vol 188 ◽

pp. 356-366 ◽

Author(s):

Xuanju Dang ◽

Li Yan ◽

Kai Xu ◽

Xiru Wu ◽

Hui Jiang ◽

...

Keyword(s):

Neural Network ◽

Lithium Ion Battery ◽

Open Circuit Voltage ◽

Lithium Ion ◽

Open Circuit ◽

State Of Charge ◽

Battery Model ◽

State Of Charge Estimation

Download Full-text

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

Download Full-text

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

Download Full-text

State of Charge Estimation for Lithium-Ion Battery based on Artificial Neural Network

2021 IEEE 5th Advanced Information Technology, Electronic and Automation Control Conference (IAEAC) ◽

10.1109/iaeac50856.2021.9390929 ◽

2021 ◽

Author(s):

Ying Wei ◽

Liuyi Ling

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Lithium Ion Battery ◽

Lithium Ion ◽

State Of Charge ◽

Artificial Neural ◽

State Of Charge Estimation

Download Full-text