Optimal configuration method and device for power distribution network

The invention relates to the field of electric power, in particular to an optimal configuration method and device for a power distribution network, and the method comprises the steps: carrying out the characteristic analysis of output historical data of renewable energy sources, extracting scene characteristic indexes, and forming a corresponding historical data set A1 and a corresponding scene characteristic index set A2; clustering the scene characteristic indexes by adopting K-means + +, and obtaining a clustering center scene characteristic index set A3 and a corresponding probability; training a generative adversarial network model by using the historical data set A1 and the scene characteristic index set A2; substituting the clustering center scene characteristic index set A3 into a trained generative adversarial network model to generate a corresponding scene; for the generated scenes, based on an optimization model, calculating the maximum access capacity and position of renewable energy in each scene