activity
20242026
most citedLithium-ion Battery Capacity Prediction via Conditional Recurrent Generative Adversarial Network-based Time-Series Regeneration

2 citations · 2 across the 5 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

cs.LG2024

Transformer-based Capacity Prediction for Lithium-ion Batteries with Data Augmentation

Gift Modekwe, Saif Al-Wahaibi, Qiugang Lu

Lithium-ion batteries are pivotal to technological advancements in transportation, electronics, and clean energy storage. The optimal operation and safety of these batteries requir…

eess.SY2024

Adaptive Safe Reinforcement Learning-Enabled Optimization of Battery Fast-Charging Protocols

Myisha A. Chowdhury, Saif S. S. Al-Wahaibi, Qiugang Lu

Optimizing charging protocols is critical for reducing battery charging time and decelerating battery degradation in applications such as electric vehicles. Recently, reinforcement…