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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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Evaluation of linear and nonlinear system models in hierarchical model predictive control of HVAC systems2021 Journal of Physics Conference Series conference-paper Engineering Building Energy and Comfort Optimization Open access
Steffen Eser, Phillip Stoffel, Alexander Kümpel, Dirk Müller
0citations -
Nonlinear MPC and MHE of a Gasoline Controlled Auto-Ignition Engine based on Reduced-Order Differential Equation Models2022 Proceedings of the IEEE Conference on Decision & Control, including the Symposium on Adaptive Processes conference-paper Engineering Advanced Control Systems Optimization
Jochem De Schutter, Eugen Nuss, Katrin Baumgärtner, Dirk Abel, Moritz Diehl
1citations -
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 -
Practical Nonlinear Model Predictive Control of a CNC Machining Center with Support Vector Machines2022 IEEE/ASME International Conference on Advanced Intelligent Mechatronics conference-paper Engineering Advanced Control Systems Optimization
Muzaffer Ay, Max Schwenzer, Sebastian Stemmler, Adrian Karl Rüppel, Dirk Abel, Thomas Bergs
2citations -
Distributed model predictive control of a nonlinear building energy system using consensus ADMM2022 2006 14th Mediterranean Conference on Control and Automation conference-paper Engineering Building Energy and Comfort Optimization
Steffen Eser, Phillip Stoffel, Alexander Kümpel, Dirk Müller
2citations -
Real-Time Nonlinear Model Predictive Control for the Energy Management of Hybrid Electric Vehicles in a Hierarchical Framework9citations
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Optimizing Operation of Geothermal Fields using Nonlinear Model Predictive Control and Moving Horizon Estimation0citations
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Order Reduction of a Nonlinear Convection-Dominated Model of Heart Valve Tissue Maturation2022 IEEE Conference on Control Technology and Applications (CCTA) conference-paper Physics and Astronomy Model Reduction and Neural Networks
Kirsten VoB, Ahmed Elkhashap, Lorenz Dörschel, Maximilian P. Werner, Vytautas Kučikas, Marc A.M.J. van Zandvoort, +2 more
0citations -
Introducing a Deep Neural Network-Based Model Predictive Control Framework for Rapid Controller Implementation2024 Proceedings of the ... American Control Conference/Proceedings of the American Control Conference conference-paper Engineering Advanced Control Systems Optimization Open access
Alexander Winkler, Julian Bedei, Patrick Schaber, Stefan Pischinger, Jakob Andert, Charles Robert Koch
14citations -
Experimental Validation of Model Predictive Charging Pressure and EGR Rate Control for an SI Engine2020 IEEE Conference on Control Technology and Applications (CCTA) conference-paper Engineering Advanced Control Systems Optimization cited by 1 patent
Martin Keller, Severin Geiger, Marco Günther, Stefan Pischinger, Dirk Abell, Thivaharan Albin
1citations -
Nonlinear MPC for Transient Charging Pressure and EGR Rate Control for a Turbocharged SI Engine2020 2006 14th Mediterranean Conference on Control and Automation conference-paper Chemical Engineering Advanced Combustion Engine Technologies
Martin Keller, Severin Geiger, Kevin Kluge, Marco Günther, Stefan Pischinger, Dirk Abel, +1 more
2citations