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Papers matching “data-driven control” in Control Systems and Identification 15

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Data-Driven Observability Analysis for Nonlinear Stochastic Systems
2023 IEEE Transactions on Automatic Control article Engineering Control Systems and Identification

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

6

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
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
Data-driven Parameters Tuning for Predictive Performance Improvement of Wire Bonder Multi-body Model
2024 preprint Engineering Control Systems and Identification Open access

Xiaodong Cheng, A. Di Bucchianico, Najmeh Javanmardi, Matthijs de Jong, Emil Lykke Diget, Colin P. Please, +4 more

1

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
Identifying Causal Structure in Dynamical Systems
2020 arXiv (Cornell University) preprint Engineering Control Systems and Identification Open access

Dominik Baumann, Friedrich Solowjow, Karl Henrik Johansson, Sebastian Trimpe

2

citations
Feedforward Controllers from Learned Dynamic Local Model Networks with Application to Excavator Assistance Functions
2024 Proceedings of the IEEE Conference on Decision & Control, including the Symposium on Adaptive Processes conference-paper Engineering Control Systems and Identification

Leon Greiser, Ozan Emre Demir, Benjamin Hartmann, Henrik Hose, Sebastian Trimpe

1

citations
Controller Design via Experimental Exploration With Robustness Guarantees
2020 IEEE Control Systems Letters article Engineering Control Systems and Identification Open access

11

citations
Controller Design via Experimental Exploration With Robustness Guarantees
2021 RWTH Publications (RWTH Aachen) article Engineering Control Systems and Identification

Tobias Holicki, Carsten W. Scherer

14

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
Joint state and dynamics estimation with high-gain observers and Gaussian process models
2021 Proceedings of the ... American Control Conference/Proceedings of the American Control Conference conference-paper Engineering Control Systems and Identification

Mona Buisson-Fenet, Valéry Morgenthaler, Sebastian Trimpe, Florent Di Meglio

10

citations
MuViS: Multimodal Virtual Sensing Benchmark
2026 arXiv (Cornell University) preprint Engineering Control Systems and Identification Open access

Jens U. Brandt, Noah C. Puetz, Jobel Jose George, Niharika Vinay Kumar, Elena Raponi, Marc Hilbert, +2 more

0

citations
Joint State and Dynamics Estimation With High-Gain Observers and Gaussian Process Models
2020 IEEE Control Systems Letters article Engineering Control Systems and Identification Open access

Mona Buisson-Fenet, Valéry Morgenthaler, Sebastian Trimpe, Florent Di Meglio

7

citations
Recurrent Online and Transfer Learning of a CNC-Machining Center with Support Vector Machines
2021 IEEE International Symposium on Industrial Electronics (ISIE) conference-paper Engineering Control Systems and Identification

Muzaffer Ay, Max Schwenzer, Dirk Abell, Thomas Bergs

6

citations
Sparse identification of physically plausible aggregation kernels for wet granulation processes
2026 Journal of Process Control article Engineering Control Systems and Identification Open access

Stefan Ruben Tölle, Lorenz Dörschel, Stefan Klinken-Uth, Alana Delvos, Jörg Breitkreutz, Heike Vallery, +1 more

0

citations

15 results