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cs.CY2025
Electricity Demand Forecasting in Future Grid States: A Digital Twin-Based Simulation Study
Daniel R. Bayer, Felix Haag, Marco Pruckner +1
Short-term forecasting of residential electricity demand is an important task for utilities. Yet, many small and medium-sized utilities still use simple forecasting approaches such…
cs.CY2023★ 5 cited
Modeling of Annual and Daily Electricity Demand of Retrofitted Heat Pumps based on Gas Smart Meter Data
Daniel R. Bayer, Marco Pruckner
Currently, gas furnaces are common heating systems in Europe. Due to the efforts for decarbonizing the complete energy sector, heat pumps should continuously replace existing gas f…