Forecast of Daily Maximum Electric Load by Neural Networks using the Standard Electric Load

摘要

This paper propopses a new method for the forecast of daily maximum electric load by using feedforward neural networks and recurrent neural networks. While the maximum electric load mostly depends on the weather conditions of the day, it is important for the forecast to consider the influence of the load or the weather condition of the past few days. The proposed method consists of two steps in the learning stage.