5　Study of hyperparameters of ANN models to estimate PV output from horizontal solar irradiation

Abstract

In recent years, the use of renewable energy has been attracting attention, and forecasting the supply and demand of solar power generation has become indispensable. Our research group is constructing a system to predict horizontal solar radiation intensity by monitoring the behavior of cloud shadows. In this study, a model to estimate the amount of electricity generated from the predicted horizontal solar radiation intensity was constructed using an artificial neural network, and the training parameters were examined.