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Performance-based drift detection for active machine learning model adaption: A comparative analysis across 35 HVAC devices2025 Journal of Physics Conference Series conference-paper Engineering Building Energy and Comfort Optimization Open access
K Derzsi, Florian Stinner, L Patrun, Jonas Klingebiel, Dirk Müller
1citations -
Model-related outcome differences in power system models with sector coupling—Quantification and drivers2022 Renewable and Sustainable Energy Reviews article Engineering Integrated Energy Systems Optimization Open access
Hans Christian Gils, Hedda Gardian, Martin Kittel, Wolf-Peter Schill, Alexander Murmann, Jann Launer, +4 more
43citations -
Neural network training under semidefinite constraints2022 Proceedings of the IEEE Conference on Decision & Control, including the Symposium on Adaptive Processes conference-paper Computer Science Stochastic Gradient Optimization Techniques cited by 1 patent
Patricia Pauli, Niklas Funcke, Dennis Gramlich, Mohamed Amine Msalmi, Frank Allgöwer
10citations -
Resilient low-inertia power systems through asynchronous energy balancing2026 Nature Reviews Electrical Engineering review Engineering Microgrid Control and Optimization Open access
Sebastian Schwarz, Subham Swaroop Sahoo, Mirko Stoffers, Patrick Pollok, Leonardo Pompe, Arthur M. Fibich, +5 more
7citations -
Fault Detection and Diagnosis by Machine Learning Methods in Air-To-Water Heat Pumps: Evaluation of Evaporator Fouling2023 International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems (ECOS) conference-paper Engineering Fault Detection and Control Systems Open access
Sebastian Borges, Lasse Jöhnk, Tim Klebig, Christian Vering, Dirk Müller
4citations -
Optimal Meter Placement for Distribution System State Estimation: A Global Sensitivity Analysis-Based Framework2023 IEEE International Workshop on Applied Measurements for Power Systems (AMPS) conference-paper Engineering Power System Optimization and Stability Open access
Mirko Ginocchi, Marco Pau, Ferdinanda Ponci, Antonello Monti
2citations -
Towards Designing Sector-Coupled Energy Systems Within Planetary Boundaries2024 Systems and Control Transactions conference-paper Engineering Integrated Energy Systems Optimization Open access
David Yang Shu, Jan Hartmann, Christian Zibunas, Nils Baumg�rtner, Niklas V. von der Assen, André Bardow
2citations