Short-term load forecasting using a Gaussian process model: The influence of a derivative term in the input regressor

Abstract

This paper establishes a regressive methodology, applied to the electrical distribution sector, to predict the next hour load. The approach followed is based on a Gaussian process model. To create a simple structure for the input regressor only a few