Robust State of Health Estimation of Lithium-ion Batteries Using Convolutional Neural Network and Random Forest

no code implementations • 20 Oct 2020 • Niankai Yang, Ziyou Song, Heath Hofmann, Jing Sun

The challenge lies in the fact that partial discharge truncates the data available for SOH estimation, thereby leading to the loss or distortion of common SOH indicators.