Machine learning pipeline for battery state of health estimation

no code implementations • 1 Feb 2021 • Darius Roman, Saurabh Saxena, Valentin Robu, Michael Pecht, David Flynn

In this paper, we design and evaluate a machine learning pipeline for estimation of battery capacity fade - a metric of battery health - on 179 cells cycled under various conditions.

BIG-bench Machine Learning feature selection