Abstract: Data-driven-based State of Charge (SOC) estimation methods have garnered extensive attention as they do not need to consider the complex reaction mechanism inside batteries. In the case of ...

Quadratic regression is a classical machine learning technique to predict a single numeric value. Quadratic regression is an extension of basic linear regression. Quadratic regression can deal with ...