Daily Peak Load Demand Forecast Considering Weather Conditions

The authors have proposed a prediction method that combines multiple regression analysis, which is a statistical method, and random forest, which is a machine learning method. The proposed method has applied to the prediction of daily peak load demand. In this paper, we compare the meteorological data using not only the past temperature, humidity, and solar radiation but also wind direction/volume, weather, etc