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Papers matching “nonlinear models” 248

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End-to-end reinforcement learning of Koopman models for economic nonlinear model predictive control
2024 Computers & Chemical Engineering article Engineering Advanced Control Systems Optimization Open access

Daniel Mayfrank, Alexander Mitsos, Manuel Dahmen

10

citations
Adaptive Learning of Hybrid Models for Nonlinear Model Predictive Control of Distillation Columns
2021 IFAC-PapersOnLine article Engineering Advanced Control Systems Optimization Open access

Jannik T. Lüthje, Jan C. Schulze, Adrian Caspari, Adel Mhamdi, Alexander Mitsos, Pascal M. Schäfer

3

citations
A new anisotropic bending model for nonlinear shells: Comparison with existing models and isogeometric finite element implementation
2023 International Journal of Solids and Structures article Engineering Advanced Numerical Analysis Techniques Open access

Eshwar J. Savitha, Roger A. Sauer

2

citations
Nonlinear oscillation of a microbeam due to an electric actuation—Comparison of approximate models
2023 ZAMM ‐ Journal of Applied Mathematics and Mechanics / Zeitschrift für Angewandte Mathematik und Mechanik article Engineering Advanced MEMS and NEMS Technologies

Igor V. Andrianov, Jan Awrejcewicz, Steve G. Koblik, Galina A. Starushenko

6

citations
On the structural identifiability of nonlinear models of ligand binding dynamics
2026 Journal of Pharmacokinetics and Pharmacodynamics article Engineering Control Systems and Identification Open access

Carla White, Vivi Rottschäfer, Lloyd Bridge

0

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
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
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
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
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
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
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
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
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
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
Gradient-based nonlinear model predictive control enabling demand-side management for adsorption-based direct air carbon capture
2026 International journal of greenhouse gas control article Engineering Advanced Control Systems Optimization Open access

Sebastian Henzler, Daniel Rezo, Patrik Postweiler, Niklas V. von der Assen, Alexander Mitsos

0

citations
Approximate Nonlinear Model Predictive Control With Safety-Augmented Neural Networks
2025 IEEE Transactions on Control Systems Technology article Engineering Advanced Control Systems Optimization Open access

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

14

citations
Nonlinear Model Predictive Control of Mild Hybrid Powertrains With Electric Supercharging
2021 IEEE Transactions on Vehicular Technology article Engineering Electric and Hybrid Vehicle Technologies cited by 2 patents

Philip Griefnow, Moritz Jakoby, Lorenz Dörschel, Jakob Andert

6

citations
Addressing Mixed-Integer Nonlinear Energy Management in Hybrid Vehicles: Comparing Genetic Algorithm and Sequential Quadratic Programming Within Model Predictive Control
2026 Energies article Engineering Electric and Hybrid Vehicle Technologies Open access

Ferris Herkenrath, Silas Koßler, Marco Günther, Stefan Pischinger

2

citations
Accelerating nonlinear model predictive control through machine learning
2020 Journal of Process Control article Engineering Advanced Control Systems Optimization Open access

Yannic Vaupel, Nils C. Hamacher, Adrian Caspari, Adel Mhamdi, Ioannis G. Kevrekidis, Alexander Mitsos

50

citations
Nonlinear model predictive control of organic Rankine cycles for automotive waste heat recovery: Is it worth the effort?
2021 Journal of Process Control article Engineering Advanced Control Systems Optimization Open access

Yannic Vaupel, Jan C. Schulze, Adel Mhamdi, Alexander Mitsos

12

citations
On the Analysis of Suboptimal Nonlinear Model Predictive Control Schemes Without Terminal Constraints
2025 IEEE Control Systems Letters article Engineering Advanced Control Systems Optimization Open access

Sebastian Trimpe

0

citations