Battery lifetime prediction using surface temperature features from early cycle data

Abstract

Statistical temperature features from the first 10 cycles were used to develop machine learning models, showing competitive performance across various battery cathodes and operating conditions for early-cycle battery lifetime prognostics.

Topics & Concepts