Prediction of Energy Consumption for Variable Customer Portfolios Including Aleatoric Uncertainty Estimation

Oliver Mey, André Schneider, Olaf Enge-Rosenblatt +2

Using hourly energy consumption data recorded by smart meters, retailers can estimate the day-ahead energy consumption of their customer portfolio. Deep neural networks are especia…