3 papers
cs.LG2026
Two-Stage Photovoltaic Forecasting: Separating Weather Prediction from Plant-Characteristics
Philipp Danner, Hermann de Meer
Several energy management applications rely on accurate photovoltaic generation forecasts. Common metrics like mean absolute error or root-mean-square error, omit error-distributio…
cs.SI2025
Community Detection in Energy Networks based on Energy Self-Sufficiency and Dynamic Flexibility Activation
Philipp Danner, Hermann de Meer
The global energy transition towards distributed, smaller-scale resources, such as decentralized generation and flexible assets like storage and shiftable loads, demands novel cont…
eess.SY2024
Two-Step Blackout Mitigation by Flexibility-Enabled Microgrid Islanding
Philipp Danner, Anna Volkova, Hermann de Meer
Blackouts are disastrous events with a low probability of occurrence but a high impact on the system and its users. With the help of more distributed and controllable generation an…