Abstract: The growing need for lithium-ion rechargeable batteries, fueled by improvements in efficiency and cost reduction, requires precise prognostics to provide improved safety and reliability. The ...
Abstract: This paper presents an efficient approach to battery cycle life prediction through few-shot transfer learning, addressing the challenges of costly and limited battery aging data. Leveraging ...