Development of a grid independent energy system using energy supply and demand prediction (Part 2) Solar radiation prediction based on Graph neural network and long short-term memory network

抄録

This paper uses graph neural network and long and short-term memory network to predict solar radiation hourly. The solar radiation prediction model can be used as the basis for the future optimization and model predictive control of real building energy system of Takasago Innovation Centers (TICs)