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Papers in Control Systems and Identification 16

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

11

citations
Identifying trending model coefficients with an ensemble Kalman filter – a demonstration on a force model for milling
2020 IFAC-PapersOnLine article Engineering Control Systems and Identification Open access

Max Schwenzer, Giuseppe Visconti, Muzaffer Ay, Thomas Bergs, Michaël Herty, Dirk Abel

11

citations
Online Model Adaptation in Cold Rolling for Improvement of Thickness Precision
2020 IFAC-PapersOnLine article Engineering Control Systems and Identification Open access

Matthias M. Wehr, Sven Schätzler, Dirk Abel, Gerhard Hirt

7

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
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
Automated generation of mechanistic models for chemical process digital twins using reinforcement learning part I: Conceptual framework and equation generation
2025 Computers & Chemical Engineering article Engineering Control Systems and Identification Open access

Mathis Heyer, Jiyizhe Zhang, Naoto Sugisawa, Jan-Frederic Laub, Alexei A. Lapkin

5

citations
Classical structural identifiability methodology applied to low-dimensional dynamic systems in receptor theory
2023 Journal of Pharmacokinetics and Pharmacodynamics article Engineering Control Systems and Identification Open access

Carla White, Vivi Rottschäfer, Lloyd Bridge

5

citations
Event-Triggered Learning for Linear Quadratic Control
2020 IEEE Transactions on Automatic Control article Engineering Control Systems and Identification Open access

Henning Schlüter, Friedrich Solowjow, Sebastian Trimpe

3

citations
Twin-in-the-Loop observer tuning via gradient-information Bayesian optimization with line search
2026 Control Engineering Practice article Engineering Control Systems and Identification Open access

Giacomo Delcaro, Johanna Menn, Sergio M. Savaresi, Sebastian Trimpe, Simone Formentin

2

citations
Fast identification and stabilization of unknown linear systems
2023 IFAC-PapersOnLine article Engineering Control Systems and Identification Open access

Dennis Gramlich, Christian Ebenbauer

1

citations
Fast identification and stabilization of unknown linear systems
2022 RWTH Publications (RWTH Aachen) article Engineering Control Systems and Identification Open access

Dennis Gramlich, Christian Ebenbauer

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
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
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

16 results