A multi-dimensional residual shrinking network combined with a long short-term memory network for state of charge estimation of Li-ion batteries

R Quan, P Liu, Z Li, Y Li, Y Chang, H Yan - Journal of Energy Storage, 2023 - Elsevier
The multi-dimensional interaction and noise interference of the original data increase the
difficulty of state-of-charge (SoC) estimation. Meanwhile the existing SoC estimators prefer …

Machine Learning-Based SOC Prediction for Lithium-ion Batteries in Electric Vehicles

AM Eid, AB Nassif, C Ghenai, HY Youssef, LA Alkhaja… - 2024 - okipublishing.com
This is a Chapter in: Book: Competitive Tools, Techniques, and Methods Print ISBN 978-1-
6692-0008-6Online ISBN 978-1-6692-0007-9 Series: Chronicle of Computing Chapter …