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Keywords: convolutional neural network-long short term memory network
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Journal Articles

A Hybrid Convolutional Neural Network-Long Short Term Memory for Discharge Capacity Estimation of Lithium-Ion Batteries

Yongsheng Li, Akhil Garg, Shruti Shevya, Wei Li, Liang Gao, Jasmine Siu Lee Lam
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. August 2022, 19(3): 030901.
Paper No: JEECS-21-1093
https://doi.org/10.1115/1.4051802
Published Online: August 4, 2021
... network-long short term memory network battery management system Because of the high energy per unit mass relative to other electrical energy storage systems, lithium-ion batteries (LIBs) are widely used as power sources in industrial equipment [ 1 – 4 ]. They also have better temperature...
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Topics: Batteries, Lithium-ion batteries, Electric vehicles, Temperature, Cycles, Trains