Papers matching “data-driven model predictive control” 68
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Combining Data-driven and Physics-based Process Models for Hybrid Model Predictive Control of Building Energy Systems2022 2006 14th Mediterranean Conference on Control and Automation conference-paper Engineering Building Energy and Comfort Optimization
Phillip Stoffel, Charlotte Löffler, Steffen Eser, Alexander Kümpel, Dirk Müller
5citations -
Reducing Conservatism in Robust Data-Driven MPC via the S-Variable Method and Time-varying Lyapunov Functions2025 Proceedings of the IEEE Conference on Decision & Control, including the Symposium on Adaptive Processes conference-paper Engineering Advanced Control Systems Optimization
Hoang Hai Nguyen, Dennis Gramlich, Christian Ebenbauer, Rolf Findeisen
0citations -
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 -
Improving Shop Floor-Near Production Management Through Data-Driven Insights2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access
Robert Heinrich Schmitt, Raphael Kiesel, Daniel Buschmann, Chrismarie Enslin, Markus Fischer, Thomas Gries, +13 more
0citations