Machine Learning Approaches to Energy Consumption Forecasting in Households

Riccardo Bonetto, Michele Rossi

We consider the problem of power demand forecasting in residential micro-grids. Several approaches using ARMA models, support vector machines, and recurrent neural networks that pe…