Real-Time Parameter Estimation of an Electrochemical Lithium-Ion Battery Model Using a Long Short-Term Memory Network

IEEE Access ◽

10.1109/access.2020.2991124 ◽

2020 ◽

Vol 8 ◽

pp. 81789-81799

Author(s):

Huiyong Chun ◽

Jungsoo Kim ◽

Jungwook Yu ◽

Soohee Han

Keyword(s):

Parameter Estimation ◽

Lithium Ion Battery ◽

Short Term Memory ◽

Lithium Ion ◽

Time Parameter ◽

Short Term ◽

Term Memory ◽

Battery Model ◽

Memory Network ◽

Long Short Term Memory

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The early prediction of lithium-ion battery remaining useful life using a novel Long Short-Term Memory network

10.1109/iciea51954.2021.9516254 ◽

2021 ◽

Author(s):

Meng Zhang ◽

Lifeng Wu ◽

Zhen Peng

Keyword(s):

Lithium Ion Battery ◽

Short Term Memory ◽

Lithium Ion ◽

Remaining Useful Life ◽

Early Prediction ◽

Short Term ◽

Term Memory ◽

Memory Network ◽

Useful Life ◽

Long Short Term Memory

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A Flexible State of Health Prediction Scheme for Lithium-Ion Battery Packs with Long Short-Term Memory Network and Transfer Learning

IEEE Transactions on Transportation Electrification ◽

10.1109/tte.2021.3074638 ◽

2021 ◽

pp. 1-1

Author(s):

Xing Shu ◽

Jiangwei Shen ◽

Guang Li ◽

Yuanjian Zhang ◽

Zheng Chen ◽

...

Keyword(s):

Lithium Ion Battery ◽

Short Term Memory ◽

Lithium Ion ◽

State Of Health ◽

Short Term ◽

Term Memory ◽

Prediction Scheme ◽

Battery Packs ◽

Memory Network ◽

Long Short Term Memory

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Synthetic Stage of Charge Estimation for Lithium-ion Batteries Based on Long Short-Term Memory Network Modeling and Adaptive H-Infinity Filter

Energy ◽

10.1016/j.energy.2021.120630 ◽

2021 ◽

pp. 120630

Author(s):

Zheng Chen ◽

Hongqian Zhao ◽

Xing Shu ◽

Yuanjian Zhang ◽

Jiangwei Shen ◽

...

Keyword(s):

Lithium Ion Batteries ◽

Short Term Memory ◽

Network Modeling ◽

Lithium Ion ◽

Short Term ◽

H Infinity ◽

Term Memory ◽

Memory Network ◽

Long Short Term Memory

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State-of-charge sequence estimation of lithium-ion battery based on bidirectional long short-term memory encoder-decoder architecture

Journal of Power Sources ◽

10.1016/j.jpowsour.2019.227558 ◽

2020 ◽

Vol 449 ◽

pp. 227558 ◽

Cited By ~ 4

Author(s):

Chong Bian ◽

Huoliang He ◽

Shunkun Yang ◽

Tingting Huang

Keyword(s):

Lithium Ion Battery ◽

Short Term Memory ◽

Lithium Ion ◽

State Of Charge ◽

Short Term ◽

Term Memory ◽

Sequence Estimation ◽

Decoder Architecture ◽

Long Short Term Memory

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Core Temperature Estimation Method for Lithium-ion Battery Based on Long Short-term Memory Model with Transfer Learning

IEEE Journal of Emerging and Selected Topics in Power Electronics ◽

10.1109/jestpe.2021.3136906 ◽

2021 ◽

pp. 1-1

Author(s):

Nan Wang ◽

Guangcai Zhao ◽

Yongzhe Kang ◽

Wei Wang ◽

Alian Chen ◽

...

Keyword(s):

Lithium Ion Battery ◽

Core Temperature ◽

Short Term Memory ◽

Estimation Method ◽

Lithium Ion ◽

Memory Model ◽

Short Term ◽

Temperature Estimation ◽

Term Memory ◽

Long Short Term Memory

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Temperature Dependent State of Charge Estimation of Lithium-ion Batteries Using Long Short-Term Memory Network and Kalman Filter

IECON 2019 - 45th Annual Conference of the IEEE Industrial Electronics Society ◽

10.1109/iecon.2019.8927710 ◽

2019 ◽

Author(s):

Yuhang Yang ◽

Alice Dong ◽

Yihui Li ◽

Ryan Ahmed ◽

Ali Emadi

Keyword(s):

Short Term Memory ◽

Lithium Ion ◽

State Of Charge ◽

Temperature Dependent ◽

Short Term ◽

Term Memory ◽

Memory Network ◽

Long Short Term Memory ◽

State Of Charge Estimation ◽

Dependent State

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State-of-Charge Estimation of Lithium-Ion Batteries via Long Short-Term Memory Network

IEEE Access ◽

10.1109/access.2019.2912803 ◽

2019 ◽

Vol 7 ◽

pp. 53792-53799 ◽

Cited By ~ 22

Author(s):

Fangfang Yang ◽

Xiangbao Song ◽

Fan Xu ◽

Kwok-Leung Tsui

Keyword(s):

Lithium Ion Batteries ◽

Short Term Memory ◽

Lithium Ion ◽

State Of Charge ◽

Short Term ◽

Term Memory ◽

Memory Network ◽

Long Short Term Memory ◽

State Of Charge Estimation

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Implementation of generative adversarial network-CLS combined with bidirectional long short-term memory for lithium-ion battery state prediction

Journal of Energy Storage ◽

10.1016/j.est.2020.101489 ◽

2020 ◽

Vol 31 ◽

pp. 101489 ◽

Cited By ~ 1

Author(s):

Haoliang Zhang ◽

Wei Tang ◽

Woonki Na ◽

Pyeong-Yeon Lee ◽

Jonghoon Kim

Keyword(s):

Lithium Ion Battery ◽

Short Term Memory ◽

Lithium Ion ◽

Short Term ◽

Generative Adversarial Network ◽

Term Memory ◽

Adversarial Network ◽

State Prediction ◽

Long Short Term Memory

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Long Short Term Memory-Based State-of-Health Prediction Algorithm of a Rechargeable Lithium-Ion Battery for Electric Vehicle

The Transactions of The Korean Institute of Electrical Engineers ◽

10.5370/kiee.2019.68.10.1214 ◽

2019 ◽

Vol 68 (10) ◽

pp. 1214-1221

Author(s):

Sanguk Kwon ◽

Dongho Han ◽

Seongyun Park ◽

Jonghoon Kim

Keyword(s):

Lithium Ion Battery ◽

Electric Vehicle ◽

Short Term Memory ◽

Lithium Ion ◽

Prediction Algorithm ◽

State Of Health ◽

Short Term ◽

Term Memory ◽

Long Short Term Memory

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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 ◽

Cited By ~ 1

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 ◽

Short Term ◽

Term Memory ◽

Memory Network ◽

Long Short Term Memory ◽

State Of Charge Estimation

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