This study aims to design a State of Charge (SOC) estimator for Lithium-ion batteries using the Recursive Least Squares (RLS) method. SOC is an important parameter in Battery Management Systems (BMS) that serves to monitor the remaining capacity and act as an indicator of battery health. The RLS method is applied to estimate the regression parameter coefficients in SOC estimation by iteratively…