Machine Learning Detection of Lithium Plating in Lithium-ion Cells: A Gaussian Process Approach

Ayush Patnaik, Jackson Fogelquist, Adam B Zufall +4

Lithium plating during fast charging is a critical degradation mechanism that accelerates capacity fade and can trigger catastrophic safety failures. Recent work has shown that pla…