Conditional Diffusion Modeling with Attention for Probabilistic Battery Capacity Prediction under Real-World Condition

Chunlin Jiang, Hequn Li, Zhongwei Deng +2

Accurate prediction of lithium-ion battery capacity and its associated uncertainty is essential for reliable battery management but remains challenging due to the stochastic nature…