METHOD AND SYSTEM FOR ESTIMATING STATE OF CHARGE IN BATTERY CLUSTERS, ELECTRONIC DEVICE, AND STORAGE MEDIA
METHOD AND SYSTEM FOR ESTIMATING STATE OF CHARGE IN BATTERY CLUSTERS, ELECTRONIC DEVICE, AND STORAGE MEDIA
A method and a system for estimating a state of charge of a battery cluster, an electronic device, and a storage media are provided. The method comprises acquiring target data related to the state of charge; estimating, by an ampere-hour integration method, the state of charge based on the target data, to obtain a first estimated value; inputting the target data into a state-of-charge prediction model to estimate the state of charge and obtain a second estimated value, wherein the prediction model is obtained by training based on sample data; and determining a final estimated value of the state of charge based on the first estimated value, the second estimated value, and a first distance between the target data and the sample data. The method combines the ampere-hour integration method and the prediction model to estimate the state of charge, effectively improving the accuracy of the state of charge estimation.