P. Denny

A Machine Learning Approach to Lithium-Ion State of Charge (SoC) Time Series Forecasting in Battery Management Systems (BMS)

State of charge (SoC) is a key indicator that represents the proportion of energy remaining in a battery relative to its full capacity. This parameter is continuously tracked by the battery management system (BMS) to maintain safe and efficient operation. Precise determination of SoC is essential, as errors in estimati...