 Short-term solar irradiance forecasting, STSF, is of great significance for the optimal operation and power predication of grid-connected photovoltaic PVV plants. The characteristics of the statistical feature parameters of irradiance under different weather conditions are figured out. This article was authored by Hong Xiaonshao, Shersu, Zengqiangmi, and others.