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Papers matching “linear model predictive control” 64

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Evaluation of linear and nonlinear system models in hierarchical model predictive control of HVAC systems
2021 Journal of Physics Conference Series conference-paper Engineering Building Energy and Comfort Optimization Open access

Steffen Eser, Phillip Stoffel, Alexander Kümpel, Dirk Müller

0

citations
Weight-scheduling for linear time-variant model predictive wind turbine control toward field testing
2021 Forschung im Ingenieurwesen article Engineering Wind Turbine Control Systems Open access

Thorben Wintermeyer‐Kallen, Sebastian Dickler, János Zierath, Thomas Konrad, Dirk Abel

8

citations
Supplementary dataset for paper: "Approximate non-linear model predictive control with safety-augmented neural networks"
2023 Zenodo (CERN European Organization for Nuclear Research) supplementary-materials Engineering Advanced Control Systems Optimization Open access

Henrik Hose, Johannes Köhler, Melanie N. Zeilinger, Sebastian Trimpe

0

citations
Supplementary dataset for paper: "Approximate non-linear model predictive control with safety-augmented neural networks"
2023 Zenodo (CERN European Organization for Nuclear Research) supplementary-materials Engineering Advanced Control Systems Optimization Open access

Henrik Hose, Johannes Köhler, Melanie N. Zeilinger, Sebastian Trimpe

0

citations
Machine Learning Integrated with Model Predictive Control for Imitative Optimal Control of Compression Ignition Engines
2022 arXiv (Cornell University) preprint Engineering Advanced Control Systems Optimization Open access

Armin Norouzi, Saeid Shahpouri, Alexander Winkler, Eugen Nuss

0

citations
Machine Learning Integrated with Model Predictive Control for Imitative Optimal Control of Compression Ignition Engines
2022 IFAC-PapersOnLine article Engineering Advanced Control Systems Optimization Open access

Armin Norouzi, Saeid Shahpouri, David C. Gordon, Alexander Winkler, Eugen Nuss, Dirk Abel, +3 more

16

citations
Embedded Model Predictive Control of a Ball-in-Airstream System
2026 Zenodo (CERN European Organization for Nuclear Research) software Engineering Advanced Control Systems Optimization Open access

Matheus Franco, Gian Ricardo Berkenbrock, Robert Göllinger

0

citations
Embedded Model Predictive Control of a Ball-in-Airstream System
2026 Zenodo (CERN European Organization for Nuclear Research) software Engineering Advanced Control Systems Optimization Open access

Matheus Franco, Gian Ricardo Berkenbrock, Robert Göllinger

0

citations
Real-life data-driven model predictive control for building energy systems comparing different machine learning models
2024 Energy and Buildings article Engineering Building Energy and Comfort Optimization Open access

Phillip Stoffel, Max Berktold, Dirk Müller

71

citations
Poster Abstract: The Accuracy Paradox in Data-Driven Model Predictive Control
2026 conference-paper Engineering Building Energy and Comfort Optimization Open access

Martin Rätz, Dirk Müller

0

citations
Implementation of a machine learning supported model predictive control for a 5th generation district heating and cooling energy hub
2026 Energy and AI article Engineering Integrated Energy Systems Optimization Open access

Kai Droste, Aron Schwartz, K Derzsi, Rahul Karuvingal, Thomas Schreiber, Dirk Müller

5

citations
Model Predictive Control for Charging Management Considering Mobile Charging Robots
2025 Energies article Engineering Electric Vehicles and Infrastructure Open access

Max Faßbender, Nicolas Rößler, Christoph Wellmann, Markus Eisenbarth, Jakob Andert

2

citations
Model Predictive Control for Charging Management considering Mobile Charging Robots
2025 Preprints.org preprint Engineering Electric Vehicles and Infrastructure Open access

Max Faßbender, Nicolas Rößler, Christoph Wellmann, Markus Eisenbarth, Jakob Andert

1

citations
Synthesis of constrained robust feedback policies and model predictive control
2023 arXiv (Cornell University) preprint Engineering Advanced Control Systems Optimization Open access

Dennis Gramlich, Carsten W. Scherer, Hannah Häring, Christian Ebenbauer

0

citations
Data-Driven Model Reduction and Nonlinear Model Predictive Control of an Air Separation Unit by Applied Koopman Theory
2023 arXiv (Cornell University) preprint Engineering Advanced Control Systems Optimization Open access

Jan C. Schulze, Danimir T. Doncevic, Nils Erwes, Alexander Mitsos

0

citations
Real-Life Data-Driven Model Predictive Control for Building Energy Systems Comparing Different Machine Learning Models
2023 SSRN Electronic Journal preprint Engineering Building Energy and Comfort Optimization Open access

Phillip Stoffel, Max Berktold, Dirk Müller

3

citations
Full-scale field test of a model predictive control system for a 3 MW wind turbine
2021 Forschung im Ingenieurwesen article Engineering Wind Turbine Control Systems Open access

Sebastian Dickler, Thorben Wintermeyer‐Kallen, János Zierath, Reik Bockhahn, Dirk Machost, Thomas Konrad, +1 more

16

citations
Centralized model‐predictive cooperative and adaptive cruise control of automated vehicle platoons in urban traffic environments
2023 IET Intelligent Transport Systems article Engineering Traffic control and management Open access

Xiaonan Klingbeil, Marius Wegener, Haibo Zhou, Jakob Andert

16

citations
Integrating Recurrent Neural Networks into Model Predictive Control for Thermal Torque Derating of Electric Machines
2023 IFAC-PapersOnLine article Engineering Advanced Control Systems Optimization Open access cited by 1 patent

Alexander Winkler, Weizhou Wang, Armin Norouzi, David C. Gordon, Charles Robert Koch, Jakob Andert

8

citations
Model predictive control strategies using consensus-based optimization
2024 Mathematical Control and Related Fields article Engineering Advanced Control Systems Optimization Open access

Giacomo Borghi, Michaël Herty

0

citations
Design and Practical Evaluation of Robust Model Predictive Wind Turbine Control
2025 Wind Energy article Engineering Wind Turbine Control Systems Open access

Andreas Klein, Thorben Wintermeyer‐Kallen, János Zierath, Kevin Kluge, Dirk Abel, Heike Vallery, +1 more

5

citations
Teaching Nonlinear Model Predictive Control with MATLAB/Simulink and an Internal Combustion Engine Test Bench
2020 IFAC-PapersOnLine article Engineering Advanced Control Systems Optimization Open access

Martin Keller, Dennis Ritter, Lukas Schmitt, Severin Hänggi, Christopher Harald Onder, Dirk Abel, +1 more

10

citations
Design and practical evaluation of robust model predictive wind turbine control
2024 preprint Engineering Wind Turbine Control Systems Open access

Andreas Klein, Thorben Wintermeyer‐Kallen, János Zierath, Kevin Kluge, Dirk Abel, Heike Vallery, +1 more

0

citations
Model predictive control strategies using consensus-based optimization
2023 RWTH Publications (RWTH Aachen) preprint Engineering Advanced Control Systems Optimization Open access

Giacomo Borghi, Michaël Herty

1

citations
Bio-based insulation materials and model predictive control of active cooling systems in machine tools
2023 Procedia CIRP article Engineering Advanced Measurement and Metrology Techniques Open access cited by 1 patent

Daniel Reibert, Alexander Steinert, Daniel Zontar, Stephan Neus, Christian Brecher

5

citations