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Keywords: state-of-charge estimation
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Journal Articles

State-of-Charge Estimation of Lithium-Ion Batteries Using Convolutional Neural Network With Self-Attention Mechanism

Jianlong Chen, Chenghao Zhang, Cong Chen, Chenlei Lu, Dongji Xuan
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. August 2023, 20(3): 031010.
Paper No: JEECS-22-1048
https://doi.org/10.1115/1.4055985
Published Online: November 11, 2022
... 2022 29 09 2022 29 09 2022 11 11 2022 lithium-ion battery state-of-charge estimation one-dimensional convolution self-attention mechanism batteries Lithium-ion batteries have been widely used in electric vehicles and energy storage systems due to their high energy...
View Articletitled, State-of-Charge Estimation of Lithium-Ion Batteries Using Convolutional Neural Network With Self-Attention Mechanism
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Topics: Artificial neural networks, Batteries, Errors, Lithium-ion batteries, Temperature, Robustness, Cycles