Forecasting residential gas demand: machine learning approaches and seasonal role of temperature forecasts

Andrea Marziali, Emanuele Fabbiani, Giuseppe De Nicolao

Gas demand forecasting is a critical task for energy providers as it impacts on pipe reservation and stock planning. In this paper, the one-day-ahead forecasting of residential gas…