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Distributed Frequency Divider-based Model Predictive Control for Frequency Control of Multi-Area Power Systems2023 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) conference-paper Engineering Frequency Control in Power Systems Open access
Tobias Heins, Paula Chanfreut, Sriram Karthik Gurumurthy, Antonello Monti, Anuradha M. Annaswamy
1citations -
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 -
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
2citations -
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 -
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 -
Hybrid Reinforcement Learning and Model Predictive Control for Adaptive Control of Hydrogen-Diesel Dual-Fuel Combustion2025 arXiv (Cornell University) preprint Engineering Advanced Control Systems Optimization Open access
Julian Bedei, Alexander Winkler, Murray McBain, Charles Robert Koch, David C. Gordon
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 Antonius 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 -
Systematic framework for deep learning-based predictive injection control with Bayesian hyperparameter optimization for a hydrogen/diesel dual-fuel engine2025 Control Engineering Practice article Engineering Advanced Control Systems Optimization Open access cited by 1 patent
Hossein Mehnatkesh, Alexander Winkler, Edward Sperling, Javad Kheyrollahi, Mahdi Shahbakhti, David C. Gordon, +1 more
14citations -
Part-mass control in injection molding of recycled thermoplastics by learning-enabled model predictive cavity-pressure control2026 Journal of Process Control article Engineering Injection Molding Process and Properties Open access
Jens Daniel Simon Ahlers, Robert Helmut Walter Göllinger, Moritz Mascher, Christopher Schulte, Philipp Schubert, Christian Hopmann, +2 more
0citations