Enhanced State-of-Charge Estimation for Lithium Batteries Using Long Short-Term Memory Networks and Informer Architectures

Project: Internal Research Project

Status	Active
Effective start/end date	1/06/23 → 30/06/26

Enhanced State-of-Charge Prediction for Lithium-Ion Batteries using Informer-LSTM Fusion
Song, N., Jin, N., Lam, H. P., Wang, J., Zhang, J., Man, K.-L., Smith, J. S. & Yue, Y., 1 May 2025.
Research output: Contribution to conference › Paper › peer-review
State of Charge Estimation for Lithium-Ion Batteries Based on Informer-LSTM Hybrid Network
Song, N., Jin, N., Wang, J., Zhang, J., Man, K. L., Smith, J. S. & Yue, Y., Jun 2024, (Accepted/In press) The 21st International SoC Design Conference (ISOCC 2024). IEEE
Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
State of Charge Estimation for Lithium-Ion Batteries Based on Informer-LSTM Hybrid Network
Song, N., Jin, N., Wang, J., Zhang, J., Man, K. L., Smith, J. S. & Yue, Y., 2024, Proceedings - International SoC Design Conference 2024, ISOCC 2024. Institute of Electrical and Electronics Engineers Inc., p. 201-202 2 p. (Proceedings - International SoC Design Conference 2024, ISOCC 2024).
Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

Project Details