Accelerating energy-economic simulation models via machine learning-based emulation and time series aggregation
AJ Bogensperger, Y Fabel, J Ferstl - Energies, 2022 - mdpi.com
Energy-economic simulation models with high levels of detail, high time resolutions, or large
populations (eg, distribution networks, households, electric vehicles, energy communities) …
populations (eg, distribution networks, households, electric vehicles, energy communities) …
Assessing the Potential of Multiple Use Cases for German Energy Communities via Integration of Machine Learning in the Energy-Economic Modeling Process
AJ Bogensperger - 2023 - mediatum.ub.tum.de
Energy communities are an essential part of the energy transition. Three implementation
proposals are developed and analyzed in more detail. The focus is set on a labeling …
proposals are developed and analyzed in more detail. The focus is set on a labeling …