Characterized Li-ion dynamics by a simulated electrochemical impedance spectroscopy

Developed equivalent circuit model from system identification and EIS.

Applied extended Kalman filtering for State of Charge estimation.

Joint state/parameter estimation is superior to state estimation given varying parameters in the model.