A comparative study and validation of state estimation algorithms for Li-ion batteries in battery management systems

The results show that a simple estimation method like the sliding-mode observer can compete with the Kalman-based methods presenting less computational time and memory usage. Depending on the battery system's application the estimation algorithm has to be selected to fulfill the specific requirements of the BMS.