GeneralColloquium lecture: July, 28, 2026, 11:00 a.m., Surrogate Modeling Based on Machine Learning Approaches for Hospitals as Microgrids
Betreuer/in: Fellerer Überschrift This thesis investigates the use of machine-learning surrogates for short-term simulation of hospital microgrids, where reliable operation is critical due to high energy demand, local PV generation, battery storage, and strict availability requirements. A synthetic stateful reference simulator was developed to generate 15-minute resolution time-series data, which was used to train and […]Betreuer/in: Fellerer Überschrift This thesis investigates the use of machine-learning surrogates for short-term simulation of hospital microgrids, where reliable operation is critical due to high energy demand, local PV generation, battery storage, and strict availability requirements. A synthetic stateful reference simulator was developed to generate 15-minute resolution time-series data, which was used to train and […]
