Aggregation of energy consumption forecasts across spatial levels: Using CNN-LSTM forecasts of lower spatial levels to forecast on higher spatial levels

Bottom up load forecasting, is a technique where energy consumption forecasts are made on lower spatial levels, after which the resulting forecasts are aggregated to form forecasts of higher spatial levels. With the current move to renewable energy sources and the importance of reducing the strain on an already congested electricity grid,...