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Papers matching “nonlinear models” 947

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Nonlinear model order reduction of dynamical systems in process engineering: review and comparison
2026 Nonlinear Dynamics article Physics and Astronomy Model Reduction and Neural Networks Open access

Jan C. Schulze, Alexander Mitsos

2

citations
Function Approximation Technique (FAT)-Based Adaptive Feedback Linearization Control for Nonlinear Aeroelastic Wing Models Considering Different Actuation Scenarios
2023 Mathematical Models and Computer Simulations article Engineering Aeroelasticity and Vibration Control

Hayder F. N. Al-Shuka, Burkhard J. Corves

3

citations
Energy-Efficient Thermal Management of a Fuel-Cell Heavy-Duty Truck via Nonlinear Model Predictive Control
2026 Energies article Engineering Electric and Hybrid Vehicle Technologies Open access

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

0

citations
Semi-infinite programming yields optimal disturbance model for offset-free nonlinear model predictive control
2021 Journal of Process Control article Engineering Advanced Control Systems Optimization Open access

Adrian Caspari, Hatim Djelassi, Adel Mhamdi, Lorenz T. Biegler, Alexander Mitsos

12

citations
A nonlinear manifold model order reduction approach for thermo‐mechanically coupled plasticity
2024 PAMM article Physics and Astronomy Model Reduction and Neural Networks Open access

Jian Zhang, Stefanie Reese, Tim Brepols

3

citations
Nonlinear model predictive control of a radiative heating process with movable radiators
2022 International Journal of Robust and Nonlinear Control article Engineering Advanced Control Systems Optimization Open access

Florian Rötzer, Lorenz Dörschel, Andreas Deutschmann, Dirk Abel, Andreas Kugi

2

citations
Practical Nonlinear Model Predictive Control of a CNC Machining Center with Support Vector Machines
2022 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

2

citations
Control Oriented Modeling and Nonlinear Model Predictive Temperature Control of a Vehicle Cabin
2020 European Control Conference (ECC) conference-paper Engineering Building Energy and Comfort Optimization

Tim Reuscher, Karthik Poovendran, Dirk Abel

6

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
Distributed model predictive control of a nonlinear building energy system using consensus ADMM
2022 2006 14th Mediterranean Conference on Control and Automation conference-paper Engineering Building Energy and Comfort Optimization

Steffen Eser, Phillip Stoffel, Alexander Kümpel, Dirk Müller

2

citations
A general mechanical formulation of two-dimensional bristle friction models with a focus on the LuGre model and its dynamics
2025 Forces in Mechanics article Engineering Dynamics and Control of Mechanical Systems Open access

Günther Prokop

2

citations
Adaptive data generation framework for machine learning models in nonlinear structural dynamics
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Control Systems and Identification Open access

Pavle Milicevic

0

citations
A manifold learning approach to nonlinear model order reduction of quasi-static problems in solid mechanics: proof of concept and parameter study
2025 Computational Mechanics article Physics and Astronomy Model Reduction and Neural Networks Open access

Lisa Scheunemann, Erik Faust

0

citations
Nonlinear Model Order Reduction on Polynomial Manifolds for Computational Homogenisation Problems
2026 PAMM article Physics and Astronomy Model Reduction and Neural Networks Open access

Erik Faust, Lisa Scheunemann

0

citations
Nonlinear scales in luminal Horndeski. Part I. Halo mass function and power spectrum boost in models with Vainshtein screening
2026 Journal of Cosmology and Astroparticle Physics article Physics and Astronomy Cosmology and Gravitation Theories Open access

Dani de Boe, Mattia Pantiri, Gen Ye, Alessandra Silvestri

0

citations
Nonlinear Scales in Luminal Horndeski -- I. Halo mass function and power spectrum boost in models with Vainshtein screening
2026 arXiv (Cornell University) preprint Physics and Astronomy Cosmology and Gravitation Theories Open access

Dani de Boe, Mattia Pantiri, Gen Ye, Alessandra Silvestri

0

citations
Real-Time Nonlinear Model Predictive Control for the Energy Management of Hybrid Electric Vehicles in a Hierarchical Framework
2020 Proceedings of the ... American Control Conference/Proceedings of the American Control Conference conference-paper Engineering Electric and Hybrid Vehicle Technologies

Lukas Schmitt, Martin Keller, Thivaharan Albin, Dirk Abel

9

citations
Dynamic optimization and nonlinear model predictive control of a semi-batch epoxidation process
2021 Journal of Process Control article Engineering Advanced Control Systems Optimization Open access

Preet J. Joy, Eduardo S. Schultz, Steffen Casteel, Thomas Schaffrath, Rupert Hammen, Adel Mhamdi

5

citations
Deterministic global nonlinear model predictive control with recurrent neural networks embedded : 21st IFA World Congress, Germany, July 11-17, 2020
2020 RWTH Publications (RWTH Aachen) other Engineering Advanced Control Systems Optimization Open access

Danimir T. Doncevic, Artur M. Schweidtmann, Yannic Vaupel, Pascal M. Schäfer, Adrian Caspari, Alexander Mitsos

3

citations
Electric Machine Co-Optimization: System Design Process Using Bayesian Optimization and Nonlinear Model Predictive Control
2024 SSRN Electronic Journal preprint Engineering Electric and Hybrid Vehicle Technologies Open access

Christoph Wellmann, Abdul Rahman Khaleel, Tobias Brinkmann, Alexander Wahl, Christian Monissen, Markus Eisenbarth, +1 more

0

citations
Dynamic Tracking of Power Demand for Integrated Fuel Cell Systems using Nonlinear Model Predictive Control
2020 IFAC-PapersOnLine article Engineering Advanced Control Systems Optimization Open access

Verena Neisen, Jacob Mannhardt, Dirk Abel

12

citations
Nonlinear Model Order Reduction on Polynomial Manifolds for Computational Homogenisation Problems
2026 PAMM article Physics and Astronomy Model Reduction and Neural Networks Open access

Erik Faust, Lisa Scheunemann

1

citations
Deterministic Global Nonlinear Model Predictive Control with Neural Networks Embedded
2020 IFAC-PapersOnLine article Engineering Advanced Control Systems Optimization Open access

Danimir T. Doncevic, Artur M. Schweidtmann, Yannic Vaupel, Pascal M. Schäfer, Adrian Caspari, Alexander Mitsos

16

citations
Nonlinear Model Predictive Engine Airpath Control with Dual-Loop Exhaust Gas Recirculation and Variable Nozzle Turbocharger
2022 SAE International Journal of Engines article Engineering Advanced Control Systems Optimization Open access

Zihao Liu, Arash M. Dizqah, J.M. Herreros, Joschka Schaub, Olivier C. L. Haas

0

citations
Embedded Real-Time Nonlinear Model Predictive Control for the Thermal Torque Derating of an Electric Vehicle
2021 IFAC-PapersOnLine article Engineering Advanced Control Systems Optimization Open access

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

10

citations