4 papers
Energy-Arena: A Dynamic Benchmark for Operational Energy Forecasting
Max Kleinebrahm, Jonathan Berrisch, Philipp Eiser +11
Energy forecasting research faces a persistent comparability gap that makes it difficult to measure consistent progress over time. Reported accuracy gains are often not directly co…
Artificial Intelligence and Design of Experiments for Assessing Security of Electricity Supply: A Review and Strategic Outlook
Jan Priesmann, Justin Münch, Elias Ridha +5
Assessing the effects of the energy transition and liberalization of energy markets on resource adequacy is an increasingly important and demanding task. The rising complexity in e…
Typical periods or typical time steps? A multi-model analysis to determine the optimal temporal aggregation for energy system models
Maximilian Hoffmann, Jan Priesmann, Lars Nolting +3
Energy system models are challenged by the need for high temporal and spatial resolutions in or-der to appropriately depict the increasing share of intermittent renewable energy so…
A modeler's guide to handle complexity in energy systems optimization
Leander Kotzur, Lars Nolting, Maximilian Hoffmann +10
The determination of environmentally- and economically-optimal energy system designs and operations is complex. In particular, the integration of weather-dependent renewable energy…