Xinran Liu

Diffusion Model with Multi-Source Data for Day-Ahead Renewable Energy Scenario Generation

Results on the open dataset released by the Chinese State Grid Renewable Energy Generation Forecasting Competition show that the proposed VAE-CLDM achieves the lowest root mean square error (RMSE), mean absolute error (MAE), and maximum mean discrepancy (MMD) among the tested models on the training-statistics-standardi...