Rajendra Kodamanchili

Quantifying the Information Ceiling of Classical Machine Learning for BMS-Constrained Battery State-of-Health Estimation

In this paper, the predictive ceiling of the classical machine learning-based lithium-ion battery state-of-health (SOH) estimation is estimated using 4 signal constraints. Current monitoring is also available for any production battery management system. Also available are the state of charge, terminal voltage, load cu...