Heat accumulating type electric heating power utilization control decision method and system based on Pso-CNN

The invention relates to a Pso-CNN-based heat accumulating type electric heating power utilization control decision method and system, and the method comprises the steps: S1, collecting all heat accumulating type electric heating load data in a region, and carrying out the clustering of the data, and obtaining a clustering result; s2, a dynamic mathematical model of the heat accumulating type electric heating temperature and the heat accumulating type electric heating energy storage device is established, and model parameters are determined; s3, constructing an objective function to enable the objective function to meet the dynamic mathematical model and constraint conditions thereof; initializing an operation strategy of each cluster, calculating a target function value based on a particle swarm optimization algorithm, and iteratively optimizing a heat storage type electric heating operation strategy of each cluster; and S4, constructing a state information mapping curve graph, inputting the state informatio