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Reliable forecasts of electricity generation and consumption are becoming a crucial tool for energy suppliers. Anyone wishing to reduce balancing energy costs and manage their portfolio efficiently needs accurate forecasts and automatable processes that reliably deliver them. This requires high-quality data and suitable forecasting models.