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Papers matching “nonlinear system identification” 26

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Data-Driven Observability Analysis for Nonlinear Stochastic Systems
2023 RWTH Publications (RWTH Aachen) article Engineering Control Systems and Identification Open access

Pierre-François Massiani, Mona Buisson-Fenet, Friedrich Solowjow, Florent Di Meglio, Sebastian Trimpe

0

citations
Identification of MIMO Wiener-type Koopman models for data-driven model reduction using deep learning
2022 Computers & Chemical Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access cited by 1 patent

Jan C. Schulze, Danimir T. Doncevic, Alexander Mitsos

29

citations
Nonlinear Model Reduction Methods for Real-Time Nonlinear Model Predictive Control of Process Systems
2025 RWTH Publications (RWTH Aachen) book Engineering Advanced Control Systems Optimization Open access

Jan C. Schulze

0

citations
Data generation framework for inverse modeling of nonlinear systems in structural dynamics applications
2023 Acta Mechanica article Engineering Control Systems and Identification Open access

Pavle Milicevic, Okyay Altay

5

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
Hardware realization of neuromorphic computing with a 4–port photonic reservoir for modulation format identification
2025 Neuromorphic Computing and Engineering article Computer Science Neural Networks and Reservoir Computing Open access

Enes Şeker, Rijil Thomas, Guillermo von Hünefeld, Stephan Suckow, Mahdi Kaveh, Pooyan Safari, +5 more

1

citations
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
Kraftregelung gekoppelter hydraulischer Antriebe
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Hydraulic and Pneumatic Systems Open access

Christian Haas

0

citations
Optimal control approach for trajectory determination to suppress residual frame vibrations of delta robots in pick and place tasks
2025 Mechanism and Machine Theory article Engineering Robotic Mechanisms and Dynamics Open access

0

citations
Parameter Identification for Optimized Simulation Models in Mobile Hydraulic Applications
2025 Lecture notes in mechanical engineering conference-paper Engineering Hydraulic and Pneumatic Systems Open access

Bernhard Sender, Johannes Sprink, Katharina Schmitz

0

citations
Modeling dynamic blowers in Simscape® for mechanical ventilation
2025 RWTH Publications (RWTH Aachen) conference-paper Engineering Control Systems and Identification Open access

Felix Röhren, Alina Junior, Steffen Leonhardt, Marian Walter

0

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
A Novel Hybrid Machine Learning Algorithm for Limited and Big Data Modeling With Application in Industry 4.0
2020 IEEE Access article Engineering Control Systems and Identification Open access

Hamid Khayyam, Ali Jamali, Alireza Bab‐Hadiashar, Thomas Esch, Seeram Ramakrishna, Mahdi Jalili, +1 more

69

citations
Nonlinear health evaluation for lithium-ion battery within full-lifespan
2022 Journal of Energy Chemistry article Engineering Advanced Battery Technologies Research Open access cited by 2 patents

Heze You, Jiangong Zhu, Xueyuan Wang, Bo Jiang, Hao Sun, Xinhua Liu, +7 more

161

citations
Estudo de caso de modelagem caixa-preta de sistemas não-lineares para projeto de controle em ambiente de rápido desenvolvimento
2025 conference-paper Engineering Control Systems and Identification Open access

ARIEL MAKOTO BEPU, Mario Henrique Chaves, Oscar Javier Duque

0

citations
Towards Gain Tuning for Numerical KKL Observers
2023 IFAC-PapersOnLine article Engineering Control Systems and Identification Open access

Mona Buisson-Fenet, Lukas Bahr, Valéry Morgenthaler, Florent Di Meglio

23

citations
Global dynamic optimization with Hammerstein–Wiener models embedded
2022 Journal of Global Optimization article Engineering Advanced Control Systems Optimization Open access

Chrysoula Dimitra Kappatou, Dominik Bongartz, Jaromił Najman, Susanne Saß, Alexander Mitsos

18

citations
Sample-efficient reinforcement learning of Koopman eNMPC
2025 Computers & Chemical Engineering article Engineering Advanced Control Systems Optimization Open access

Daniel Mayfrank, Mehmet Velioglu, Alexander Mitsos, Manuel Dahmen

1

citations
End-to-end reinforcement learning of Koopman models for eNMPC of an air separation unit
2025 Computers & Chemical Engineering article Engineering Advanced Control Systems Optimization Open access

Daniel Mayfrank, Kayra Dernek, Laura Lang, Alexander Mitsos, Manuel Dahmen

0

citations
End-to-End Reinforcement Learning of Koopman Models for eNMPC of an Air Separation Unit
2025 arXiv (Cornell University) preprint Engineering Advanced Control Systems Optimization Open access

Daniel Mayfrank, Kayra Dernek, Laura Lang, Alexander Mitsos, Manuel Dahmen

0

citations
Data-driven state estimation toward blade individual load-reduction of wind turbines1
2022 Journal of Physics Conference Series conference-paper Engineering Control Systems and Identification Open access

A Klein, Thomas Konrad, Dirk Abel

0

citations
End-to-end reinforcement learning of koopman model predictive control ; 1
2025 RWTH Publications (RWTH Aachen) book Engineering Advanced Control Systems Optimization Open access

Daniel Mayfrank

0

citations
Detecting Regime Transitions of the Nocturnal and Polar Near-Surface Temperature Inversion
2020 Journal of the Atmospheric Sciences article Environmental Science Ecosystem dynamics and resilience Open access

Davide Faranda

18

citations
Detecting Regime Transitions of the Nocturnal and Polar Near-Surface Temperature Inversion
2020 RWTH Publications (RWTH Aachen) article Environmental Science Ecosystem dynamics and resilience Open access

Amandine Kaiser, Davide Faranda, Sebastian Krumscheid, Danijel Belušić, Nikki Vercauteren

6

citations
Intelligent control strategies as an enabler for self-optimizing manufacturing systems
2020 RWTH Publications (RWTH Aachen) dissertation Engineering Advanced Control Systems Optimization Open access

Sebastian Stemmler

3

citations