[O3-1] Battery Diagnosis and Estimation

4:50 PM - 5:10 PM JST(7:50 AM - 8:10 AM UTC)

[O3-1-02] Robust State-of-Health Estimation for Lithium-Ion Batteries Using Impedance-Optimized Parameters and an Ensemble Learning Approach

*Yura Kim¹, Jaehyeong Lee¹, Dongcheol Lee¹, Woonki Na², Jonghoon Kim¹ (1. Chungnam National University, Department of Electrical Engineering (Korea), 2. California State University Fresno, Department of Electrical Engineering (USA))

Keywords:

AdaBoost-GRU ensemble model,Electrochemical impedance spectroscopy (EIS),Lithium-ion battery,State-of-health (SOH) estimation