Papers matching “data-driven model predictive control” 107
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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 -
Data-Driven Generation of Mixed-Integer Linear Programming Formulations for Model Predictive Control of Hybrid Energy Storage Systems using detailed nonlinear Simulation Models3citations
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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 -
Model predictive air path control for a two-stage turbocharged spark-ignition engine with low pressure exhaust gas recirculation2020 International Journal of Engine Research article Chemical Engineering Advanced Combustion Engine Technologies
Martin Keller, Severin Geiger, Marco Günther, Stefan Pischinger, Dirk Abel, Thivaharan Albin
13citations -
A Data-Driven Approach to Link GC-MS and LC-MS with Sensory Attributes of Chicken Bouillon with Added Yeast-Derived Flavor Products in a Combined Prediction Model2025 Metabolites article Agricultural and Biological Sciences Sensory Analysis and Statistical Methods Open access
Simon Leygeber, Carmen Díez-Simón, Justus L. Großmann, Anne-Charlotte Dubbelman, Amy C. Harms, Johan A. Westerhuis, +10 more
3citations