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Papers matching “data-driven system identification” 25

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Data-Driven Predictive Control With Online Adaption: Application to a Fuel Cell System
2023 IEEE Transactions on Control Systems Technology article Engineering Advanced Control Systems Optimization

Lukas Schmitt, Julius Beerwerth, Matthias Bähr, Dirk Abel

22

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
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 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
Auxiliaries’ power and energy demand prediction of battery electric vehicles using system identification and deep learning
2023 IET Intelligent Transport Systems article Engineering Electric and Hybrid Vehicle Technologies Open access

Lukas Schäfers, Kai Franke, René Savelsberg, Stefan Pischinger

8

citations
A data-driven framework for predicting solar rooftop adoption in Germany based on open-source data
2025 Energy Informatics article Energy Renewable Energy and Sustainability Open access

Kaan Duran, Antonello Monti

3

citations
Extension of value stream mapping 4.0 for comprehensive identification of data and information flows within the manufacturing domain
2023 Production Engineering article Engineering Digital Transformation in Industry Open access

Maximilian Bega, Patrick Sapel, Furkan Ercan, Bernd Kuhlenkötter, Christian Hopmann

18

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

11

citations
Learning recommendations from educational event data in higher education
2024 Journal of Intelligent Information Systems article Computer Science Online Learning and Analytics Open access

Gyunam Park, Lukas Liß, Wil M. P. van der Aalst

3

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
Wheel Tracking and Vehicle Identification Using Road-Embedded Sensors
2025 IEEE Access article Engineering Transport Systems and Technology Open access

Moritz P. M. Hagmanns, Adrian Fazekas, Markus Oeser

1

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
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
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
Business intelligence systems for population health management: a scoping review
2024 JAMIA Open article Business, Management and Accounting Big Data and Business Intelligence Open access

Els Roorda, Marc Abraham Bruijnzeels, Jeroen Nathan Struijs, Marco René Spruit

4

citations
The effect of speech pathology on automatic speaker verification: a large-scale study
2023 Scientific Reports article Computer Science Speech Recognition and Synthesis Open access

Soroosh Tayebi Arasteh, Tobias Weise, Maria Elke Schuster, Elmar Nöth, Andreas Maier, Seung Hee Yang

15

citations
Cargo distribution analysis: a process mining approach
2026 Process Science article Business, Management and Accounting Business Process Modeling and Analysis Open access

Chiao-Yun Li, Tsung-Hao Huang, Marco Pegoraro, Sean Shing Fung Lau, Morgan Xian Biao Hiew, Ivy Yan Nei Law, +2 more

0

citations
The Dutch Institute for Clinical Auditing
2020 Annals of Surgery article Health Professions Healthcare Quality and Management Open access

Naomi Beck, Annelotte CM van Bommel, Eric Hans Eddes, Nicoline J. van Leersum, Rob A.�E.�M. Tollenaar, Michel W.J.M. Wouters

96

citations
A Review of Spatial epidemic models in urban healthcare ecosystems: Intelligent Modeling, Electronics Integration, and Real-World Applications
2025 International Journal on Advanced Computer Theory and Engineering article Medicine Mathematical and Theoretical Epidemiology and Ecology Models Open access

A. G. Lewis, B. Horváth, R. Costa

0

citations
World Report: A Snapshot of Orthopaedic Surgery in The Netherlands
2025 Journal of Bone and Joint Surgery article Health Professions Healthcare Systems and Practices Open access

Rudolf Wilhelm Poolman, Sebastiaan A. W. van de Groes, Cornelis L. P. van de Ree, Bart G. C. W. Pijls

0

citations
Clustering identifies endotypes of traumatic brain injury in an intensive care cohort: a CENTER-TBI study
2022 Critical Care article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access cited by 1 patent

Cecilia A. I. Åkerlund, Nino Stocchetti, Ewout Willem Steyerberg, David K. Menon, Ari Ercole, David Nelson, +88 more

90

citations
A Recursively Recurrent Neural Network (R2N2) Architecture for Learning Iterative Algorithms
2024 SIAM Journal on Scientific Computing article Computer Science Neural Networks and Applications

Danimir T. Doncevic, Alexander Mitsos, Y. P. Guo, Qianxiao Li, Felix Dietrich, Manuel Dahmen, +1 more

9

citations
Development of a moss database based on ecological indicator values as a tool for urban greening planning
2026 Frontiers in Sustainable Cities article Agricultural and Biological Sciences Bryophyte Studies and Records Open access

Melanie Eiting, Holger Wack, Christa Reicher, Nicole Pfoser

0

citations

25 results