The process of estimating the State of Charge of a battery, indicating the current energy level relative to its maximum capacity. Accurate SoC estimation allows for the optimal operation of battery systems, preventing overcharging or deep discharging that can harm battery life. Techniques for SoC estimation range from simple voltage-based methods to more complex algorithms that incorporate multiple variables and historical data.