Intelligent state of charge estimation of lithium-ion batteries based on L-M optimized back-propagation neural network

Journal of Energy Storage ◽

10.1016/j.est.2021.103442 ◽

2021 ◽

Vol 44 ◽

pp. 103442

Author(s):

Guanyong Zhang ◽

Bizhong Xia ◽

Jiamin Wang

Keyword(s):

Neural Network ◽

Lithium Ion Batteries ◽

Back Propagation ◽

Lithium Ion ◽

Back Propagation Neural Network ◽

State Of Charge ◽

State Of Charge Estimation

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Modeling of Back-Propagation Neural Network Based State-of-Charge Estimation for Lithium-Ion Batteries with Consideration of Capacity Attenuation

Advances in Electrical and Computer Engineering ◽

10.4316/aece.2019.03001 ◽

2019 ◽

Vol 19 (3) ◽

pp. 3-10 ◽

Author(s):

S. ZHANG ◽

X. GUO ◽

X. ZHANG

Keyword(s):

Neural Network ◽

Lithium Ion Batteries ◽

Back Propagation ◽

Lithium Ion ◽

Back Propagation Neural Network ◽

State Of Charge ◽

State Of Charge Estimation

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State of Charge Estimation of Low-speed Electric Vehicle Battery using Back Propagation Neural Network

2020 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom) ◽

10.1109/ispa-bdcloud-socialcom-sustaincom51426.2020.00215 ◽

2020 ◽

Author(s):

Menglong Xu ◽

Wenguang Wu ◽

Wenwen Zhou ◽

Yuanyuan Ma ◽

Xiaolei Shi ◽

...

Keyword(s):

Neural Network ◽

Electric Vehicle ◽

Back Propagation ◽

Back Propagation Neural Network ◽

State Of Charge ◽

Low Speed ◽

Electric Vehicle Battery ◽

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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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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Equalization of series connected lithium‐ion batteries based on back propagation neural network and fuzzy logic control

International Journal of Energy Research ◽

10.1002/er.5274 ◽

2020 ◽

Vol 44 (6) ◽

pp. 4812-4826 ◽

Author(s):

Biao Wang ◽

Feifei Qin ◽

Xiaobo Zhao ◽

Xianpo Ni ◽

Dongji Xuan

Keyword(s):

Neural Network ◽

Fuzzy Logic ◽

Lithium Ion Batteries ◽

Fuzzy Logic Control ◽

Back Propagation ◽

Lithium Ion ◽

Back Propagation Neural Network ◽

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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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A novel Fireworks Factor and Improved Elite Strategy based on Back Propagation Neural Networks for state-of-charge estimation of lithium-ion batteries

International Journal of Electrochemical Science ◽

10.20964/2021.08.07 ◽

2021 ◽

pp. ArticleID:210948

Author(s):

Xianpei Chen ◽

Keyword(s):

Neural Networks ◽

Lithium Ion Batteries ◽

Back Propagation ◽

Lithium Ion ◽

State Of Charge ◽

Back Propagation Neural Networks ◽

Elite Strategy ◽

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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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 for Lithium-Ion Batteries Based on NARX Neural Network and UKF

2019 IEEE 17th International Conference on Industrial Informatics (INDIN) ◽

10.1109/indin41052.2019.8972319 ◽

2019 ◽

Author(s):

Xiaohan Qin ◽

Mingyu Gao ◽

Zhiwei He ◽

Yuanyuan Liu

Keyword(s):

Neural Network ◽

Lithium Ion Batteries ◽

Lithium Ion ◽

State Of Charge ◽

State Of Charge Estimation ◽

Narx Neural Network

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