From

Institution

Field

Type

Open access only Cited by patents (Lens) Include non-Aachen papers (citing/cited)

Reset

Papers matching “linear model predictive control” 157

Sort: Relevance Cited Newest Oldest Fwci Patents ⇩ CSV

Not finding it? Sign in to also search OpenAlex live.

Model predictive control of hybrid battery-hydrogen energy storage systems using mixed integer linear programming; 1. Auflage
2025 RWTH Publications (RWTH Aachen) book Energy Hybrid Renewable Energy Systems Open access

Alexander Holtwerth

0

citations
Data-Driven Generation of Mixed-Integer Linear Programming Formulations for Model Predictive Control of Hybrid Energy Storage Systems using detailed nonlinear Simulation Models
2022 Open Source Modelling and Simulation of Energy Systems (OSMSES) conference-paper Energy Hybrid Renewable Energy Systems

Alexander Holtwerth, André Xhonneux, Dirk Müller

3

citations
Closed loop model predictive control of a hybrid battery-hydrogen energy storage system using mixed-integer linear programming
2024 Energy Conversion and Management X article Energy Hybrid Renewable Energy Systems Open access

Alexander Holtwerth, André Xhonneux, Dirk Müller

28

citations
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
Model Predictive Control of a Stand-Alone Hybrid Battery-Hydrogen Energy System: A Case Study of the PHOEBUS Energy System
2024 Energies article Energy Hybrid Renewable Energy Systems Open access

Alexander Holtwerth, André Xhonneux

9

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
Review, Evaluation and Application of Condensing Algorithms for Model Predictive Control based on a First-Order Method
2023 European Control Conference (ECC) conference-paper Engineering Advanced Control Systems Optimization

Lukas Schmitt, Niklas Nickig, Matthias Bähr, Sönke Gößling, Dirk Abel

1

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

4

citations
Event-triggered and distributed model predictive control for guaranteed collision avoidance in UAV swarms
2022 IFAC-PapersOnLine article Computer Science Distributed Control Multi-Agent Systems Open access

Alexander Gräfe, Joram Eickhoff, Sebastian Trimpe

29

citations
Synthesis of constrained robust feedback policies and model predictive control
2024 European Control Conference (ECC) conference-paper Engineering Advanced Control Systems Optimization

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

3

citations
Scalable Gaussian Process Regression via Deterministic Trigonometric Features: Uniform Bounds for Safe Model Predictive Control
2026 arXiv (Cornell University) preprint Computer Science Gaussian Processes and Bayesian Inference Open access

Julius Jagdt, Johanna Menn, Sebastian Trimpe, Melanie N. Zeilinger, Anna Scampicchio

0

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
Reduced order model with non-linear parameter optimization for hydrogen combustion engine control *
2023 IEEE Conference on Control Technology and Applications (CCTA) conference-paper Chemical Engineering Advanced Combustion Engine Technologies

Kevin Kluge, Benjamin Pehlivanlar, Henrik Wenzel, Marco Günther, Stefan Pischinger, Dirk Abel

2

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
Data Enhanced Model Predictive Control of a Coupled Tank System
2022 IEEE/ASME International Conference on Advanced Intelligent Mechatronics conference-paper Engineering Advanced Control Systems Optimization

Dominik Scheurenberg, Kaspar Schmerling, Dirk Abel

4

citations