Power load forcasting by neural models

摘要

This paper presents a study of power load forecasting by using several neural models having different structures. A reliable and good neural forecasting model is expected to be found and concluded. This study basically provides some suggestions and can be treated as a reference for those related researches in this area. In our study, all simulations were executed by the forecasting models constructed based on the same initial conditions such as the size and the initial weights of neural network. The simulation results were reported as a comparison.