This document discusses an adaptive strategy for estimating state of charge (SOC) for lithium-ion batteries. It presents an estimation strategy that uses a filter design and considers robustness. Experimental results are also discussed. The strategy aims to increase demand for electric vehicles by ensuring appropriate battery use and management through accurate SOC estimation.