SOC Estimation of Li-ion Batteries with Learning Rate-Optimized Deep Fully Convolutional Network

• Main Authors: Hannan M.A., How D.N.T., Hossain Lipu M.S., Ker P.J., Dong Z.Y., Mansur M., Blaabjerg F.
• Other Authors: 7103014445
• Format: Article
• Published: Institute of Electrical and Electronics Engineers Inc. 2023

Charging (batteries); Convolution; Convolutional neural networks; Deep learning; Ions; Learning systems; Lithium compounds; Lithium-ion batteries; Long short-term memory; Temperature; Battery temperature; Convolutional networks; Learning rates; Lithium ions; Novel architecture; Open sources; SOC estimations; State of charge; Battery management systems