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Papers matching “model predictive control” 276

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Model Predictive Control for Fast Frequency Control in Hybrid Renewable Plants: Increasing Robustness Through Enhanced Model Observability
2026 IEEE Open Journal of Industry Applications article Engineering Advanced Control Systems Optimization Open access

Tobias Heins, Mirko Ginocchi, Antonello Monti

0

citations
End-to-End Deep Neural Network Based Nonlinear Model Predictive Control: Experimental Implementation on Diesel Engine Emission Control
2022 Energies article Engineering Advanced Control Systems Optimization Open access

Armin Norouzi, Alexander Winkler, Jakub McNally, Eugen Nuss, Dirk Abel, Mahdi Shahbakhti, +2 more

18

citations
Optimizing energy efficiency in buildings: Experimental findings on the role of heat pump control interfaces in model predictive control
2025 Energy Conversion and Management X article Engineering Building Energy and Comfort Optimization Open access

Stephan Göbel, Florian Will, Phillip Stoffel, Christian Vering, Dirk Müller

2

citations
Part-mass control in injection molding of recycled thermoplastics by learning-enabled model predictive cavity-pressure control
2026 Journal of Process Control article Engineering Injection Molding Process and Properties Open access

Robert Göllinger, Moritz Mascher, Christopher Schulte, Philipp Schubert, Christian Hopmann, Heike Vallery, +1 more

1

citations
Centralized Model Predictive Control for Transient Frequency Control in Islanded Inverter-Based Microgrids
2022 IEEE Transactions on Power Systems article Engineering Microgrid Control and Optimization

Tobias Heins, Martina Joševski, Sriram Karthik Gurumurthy, Antonello Monti

85

citations
A Composite Model Predictive Control Method of SRMs With PWM-Based Signal for Torque Ripple Suppression
2023 IEEE Transactions on Transportation Electrification article Engineering Electric Motor Design and Analysis cited by 1 patent

Lefei Ge, Jixuan Guo, Shuai Mao, Dianxun Xiao, Dongdong Zhao, Shoujun Song, +1 more

35

citations
Nonlinear model predictive control of ultra-high-purity air separation units using transient wave propagation model
2020 Computers & Chemical Engineering article Engineering Advanced Control Systems Optimization Open access

Jan C. Schulze, Adrian Caspari, Christoph Offermanns, Adel Mhamdi, Alexander Mitsos

22

citations
Energy-Efficient Thermal Management of a Fuel-Cell Heavy-Duty Truck via Nonlinear Model Predictive Control
2026 Energies article Engineering Aerodynamics and Fluid Dynamics Research Open access

Tarik Hadzovic, Changying Mei, Maximilian Bayerlein, Niklas Kisseler, Julius Hausmann, Heiner Hans Heimes, +1 more

0

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

Alexander Holtwerth, André Xhonneux

9

citations
Optimizing energy efficiency in buildings: Experimental findings on the role of heat pump control interfaces in model predictive control
2025 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

0

citations
Safe operation of online learning data driven model predictive control of building energy systems
2023 Energy and AI article Engineering Advanced Control Systems Optimization Open access

Phillip Stoffel, Patrick Henkel, Martin Rätz, Alexander Kümpel, Dirk Müller

32

citations
Full-scale field test of a model predictive control system for a 3 MW wind turbine
2021 Forschung im Ingenieurwesen article Engineering Wind Energy Research and Development Open access

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

16

citations
Distributed Model Predictive Voltage Control for Distribution Grid Based on Relaxation and Successive Distributed Decomposition
2022 IEEE Access article Engineering Microgrid Control and Optimization Open access

Edoardo De Din, Martina Joševski, Marco Pau, Ferdinanda Ponci, Antonello Monti

7

citations
Distributed Model Predictive Frequency Control of Inverter-Based Power Systems
2024 IEEE Access article Engineering Microgrid Control and Optimization Open access

Marc Moritz, Tobias Heins, Sriram Karthik Gurumurthy, Martina Joševski, Ilka Jahn, Antonello Monti

10

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
Temperature control of a low-temperature district heating network with Model Predictive Control and Mixed-Integer Quadratically Constrained Programming
2021 Energy article Engineering Integrated Energy Systems Optimization

Dominik Hering, Mehmet Ege Cansev, Eugenio Tamassia, André Xhonneux, Dirk Müller

69

citations
Adaptive model-based predictive control for cross-phase cavity pressure control in injection molding
2022 Journal of Manufacturing Processes article Engineering Injection Molding Process and Properties

Marko Vukovic, Sebastian Stemmler, Katharina Hornberg, Dirk Abel, Christian Hopmann

22

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, Dirk Müller

3

citations
Integrating Recurrent Neural Networks into Model Predictive Control for Thermal Torque Derating of Electric Machines
2023 IFAC-PapersOnLine article Engineering Real-time simulation and control systems Open access cited by 1 patent

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

8

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
Weight-scheduling for linear time-variant model predictive wind turbine control toward field testing
2021 Forschung im Ingenieurwesen article Engineering Real-time simulation and control systems Open access

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

8

citations
Part-mass control in injection molding of recycled thermoplastics by learning-enabled model predictive cavity-pressure control
2026 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

0

citations
Review on model predictive control: an engineering perspective
2021 The International Journal of Advanced Manufacturing Technology article Engineering Advanced Control Systems Optimization Open access

Max Schwenzer, Muzaffer Ay, Thomas Bergs, Dirk Abel

1,142

citations
Embedded Real-Time Nonlinear Model Predictive Control for the Thermal Torque Derating of an Electric Vehicle
2021 IFAC-PapersOnLine article Engineering Real-time simulation and control systems Open access

Alexander Winkler, Jonathan Frey, Timm Fahrbach, Gianluca Frison, René Scheer, Moritz Diehl, +1 more

10

citations
Fully Distributed Model Predictive Control of Connected Automated Vehicles in Intersections: Theory and Vehicle Experiments
2022 IEEE Transactions on Intelligent Transportation Systems article Engineering Traffic control and management Open access

Alexander Katriniok, Benedikt Rosarius, Petri Mähönen

43

citations