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Comparative study of neural network based and white box model predictive control for a room temperature control application2021 Journal of Physics Conference Series conference-paper Engineering Building Energy and Comfort Optimization Open access
Phillip Stoffel, Max Berktold, Arman Gall, Alexander Kiimpel, Dirk Müller
6citations -
Tuning and testing an Online Feedback Optimization controller to provide curative distribution grid flexibility2024 Electric Power Systems Research article Engineering Microgrid Control and Optimization Open access
Lukas Ortmann, Fabian Böhm, Florian Klein-Helmkamp, Andreas Ulbig, Saverio Bolognani, Florian Dörfler
9citations -
Machine-Learning Based Approximation of the Hierarchical Model Predictive Control of Multi-Use PV-Battery Systems in Non-Residential Buildings1citations
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Development of a Methodology for Optimizing Fuel Cell Control in Fuel Cell Electric Heavy Trucks2025 International Conference on Production Technologies and Systems for E-Mobility (EPTS) conference-paper Engineering Electric and Hybrid Vehicle Technologies
Achim Kampker, Heiner Heimes, Julius Hausmann, Maximilian Bayerlein, Sven Kemmer
0citations -
Integration of Advanced Control Methods into Mode-Based Control Logics of Building Energy Systems2022 International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems (ECOS) conference-paper Engineering Building Energy and Comfort Optimization
Laura Maier, Alexander Kümpel, Philipp Mehrfeld, Dirk Müller
0citations -
Optimizing energy efficiency in buildings: Experimental findings on the role of heat pump control interfaces in model predictive control2025 Energy Conversion and Management X article Engineering Building Energy and Comfort Optimization Open access
Stephan Göbel, Florian Will, Phillip Stoffel, Christian Vering, Dirk Müller
0citations -
Optimizing Energy Efficiency in Buildings: Experimental Findings on the Role of Heat Pump Control Interfaces in Model Predictive Control2025 SSRN Electronic Journal preprint Engineering Building Energy and Comfort Optimization Open access
Stephan Göbel, Florian Will, Phillip Stoffel, Christian Vering, Dirk Müller
0citations -
Introducing a Deep Neural Network-Based Model Predictive Control Framework for Rapid Controller Implementation2024 Proceedings of the ... American Control Conference/Proceedings of the American Control Conference conference-paper Engineering Advanced Control Systems Optimization Open access
Alexander Winkler, Julian Bedei, Patrick Schaber, Stefan Pischinger, Jakob Andert, Charles Robert Koch
14citations -
A 7 bit 5 A 6.7 GHz Gate-Shaping Digital Gate Driver with Burst-Sampling ADC for Iterative Switching Optimization of SiC Power MOSFETs2025 Conference proceedings/Conference proceedings - IEEE Applied Power Electronics Conference and Exposition conference-paper Engineering Silicon Carbide Semiconductor Technologies
Tobias Zekorn, Kenny Vohl, Erik Wehr, Léon Weihs, Michael Hanhart, Ralf Wunderlich, +1 more
2citations -
Review, Evaluation and Application of Condensing Algorithms for Model Predictive Control based on a First-Order Method2023 European Control Conference (ECC) conference-paper Engineering Advanced Control Systems Optimization
Lukas Schmitt, Niklas Nickig, Matthias Bähr, Sönke Gößling, Dirk Abel
1citations -
Part-mass control in injection molding of recycled thermoplastics by learning-enabled model predictive cavity-pressure control2026 Journal of Process Control article Engineering Advanced Control Systems Optimization Open access
Robert Göllinger, Moritz Mascher, Christopher Schulte, Philipp Schubert, Christian Hopmann, Heike Vallery, +1 more
1citations