3 papers
eess.SY2026
Quantification and Surrogate Model Estimation of Spatial-Temporal Carbon Intensity Factors
Daniel R. Bayer, Jonas Schiller, Thanh Mai Pham +1
The transition toward sustainable urban infrastructure is driving a rapid increase in distributed energy resources, particularly among prosumers equipped with solar photovoltaic (P…
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.MA2025
Analyzing the Impact of Electric Vehicles on Local Energy Systems using Digital Twins
Daniel René Bayer, Marco Pruckner
The electrification of the transportation and heating sector, the so-called sector coupling, is one of the core elements to achieve independence from fossil fuels. As it highly aff…