Application Area “Energy”
Research in AA Energy addresses fundamental challenges in modern energy systems through the application of advanced mathematical modeling, optimization theory, and data-driven methodologies. Topics of interest include the interconnected domains of energy harvesting and storing, energy network operation, and energy market dynamics.
Previous denominations: Energy and Markets (2019-2022), Energy Transition (2023-2025)
Scientists in Charge: Peter Karl Friz, Falk Hante, Manuel Landstorfer
Completed projects:
-
- AA4-1: PDAEs with Uncertainties for the Analysis, Simulation and Optimization of Energy Networks
René Henrion, Nicolas Perkowski, Caren Tischendorf
- AA4-2: Optimal Control in Energy Markets Using Rough Analysis and Deep Networks
Christian Bayer, Peter Karl Friz, John Schoenmakers, Vladimir Spokoiny
- AA4-3: Equilibria for Energy Markets with Transport
Michael Hintermüller, Volker Mehrmann, Carlos Rautenberg
- AA4-4: Stochastic Modeling of Intraday Electricity Markets
Dörte Kreher, Markus Reiß
- AA4-5: Energy-Based Modeling, Simulation, and Optimization of Power Systems under Uncertainty
Volker Mehrmann, Caren Tischendorf, Matthias Voigt
- AA4-6: Simulation and Optimization of Integrated Solar Fuels and Photovoltaics Devices
Sven Burger, Bernd Rech
- AA4-7: Decision-Making for Energy Network Dynamics
Falk Hante, Michael Hintermüller, Sebastian Pokutta
- AA4-8: Recovery of Battery Ageing Dynamics with Multiple Timescales
Martin Eigel, Martin Heida, Manuel Landstorfer
- AA4-9: Volatile Electricity Markets and Battery Storage: A Model-Based Approach for Optimal Control
Christian Bayer, Dörte Kreher, Manuel Landstorfer
- AA4-10: Modelling and Optimization of Weakly Coupled Minigrids under Uncertainty
René Henrion, Dietmar Hömberg
- AA4-11: Using Mathematical Programming to Enhance Multiobjective Learning
Aswin Kannan
- AA4-12: Advanced Modeling, Simulation, and Optimization of Large Scale Multi-Energy Systems
Volker Mehrmann
- AA4-13: Equilibria for Distributed Multi-Modal Energy Systems under Uncertainty
Pavel Dvurechenskii, Caroline Geiersbach, Michael Hintermüller, Aswin Kannan