Systems and Control · Electrical Eng. & Systems
Data-driven System Interconnections and a Novel Data-enabled Internal Model Control
Yasaman Pedari, Jaeho Lee, Yongsoon Eun, Hamid Ossareh
2024-02-05
Systems and Control · Electrical Eng. & Systems
Robust data-driven model-reference control of linear perturbed systems via sliding mode generation
Giorgio Riva, Gian Paolo Incremona, Simone Formentin, Antonella Ferrara
2026-02-06
Systems and Control · Electrical Eng. & Systems
Data-Driven Controller Design via Finite-Horizon Dissipativity
Nils Wieler, Julian Berberich, Anne Koch, Frank Allgöwer
2021-06-09
Systems and Control · Electrical Eng. & Systems
Input-Output Data-Driven Stabilization of Continuous-Time Linear MIMO Systems
Haihui Gao, Alessandro Bosso, Lei Wang, David Saussié +1
2025-11-11
Machine Learning · Computer Science
Decoupled Data Based Approach for Learning to Control Nonlinear Dynamical Systems
Ran Wang, Karthikeya Parunandi, Dan Yu, Dileep Kalathil +1
2019-04-18
Systems and Control · Electrical Eng. & Systems
Multivariable Current Controller for Enhancing Dynamic Response and Grid Synchronization Stability of IBRs
Hassan Yazdani, Ali Maleki, Saeed Lotfifard, Ali Saberi
2025-09-11
Systems and Control · Electrical Eng. & Systems
Robust Adaptive Control Barrier Functions: An Adaptive & Data-Driven Approach to Safety (Extended Version)
Brett T. Lopez, Jean-Jacques E. Slotine, Jonathan P. How
2020-06-01
Optimization and Control · Mathematics
Data-Driven Predictive Control Using Closed-Loop Data: An Instrumental Variable Approach
Yibo Wang, Yiwen Qiu, Malika Sader, Dexian Huang +1
2024-02-21
Systems and Control · Electrical Eng. & Systems
Data-Driven Model Predictive Control with Stability and Robustness Guarantees
Julian Berberich, Johannes Köhler, Matthias A. Müller, Frank Allgöwer
2021-04-19
Systems and Control · Electrical Eng. & Systems
Data-driven Nonlinear Predictive Control for Feedback Linearizable Systems
Mohammad Alsalti, Victor G. Lopez, Julian Berberich, Frank Allgöwer +1
2023-03-28
Optimization and Control · Mathematics
Linear tracking MPC for nonlinear systems Part II: The data-driven case
Julian Berberich, Johannes Köhler, Matthias A. Müller, Frank Allgöwer
2022-09-20
Systems and Control · Electrical Eng. & Systems
Model-Free Control Design for Feedback-Linearizable SISO Systems
Karthik Shenoy, Akshit Saradagi, Ramkrishna Pasumarthy, Vijaysekhar Chellaboina
2023-07-13
Systems and Control · Electrical Eng. & Systems
Data-driven model predictive control: closed-loop guarantees and experimental results
Julian Berberich, Johannes Köhler, Matthias A. Müller, Frank Allgöwer
2022-01-03
Systems and Control · Electrical Eng. & Systems
End-to-end guarantees for indirect data-driven control of bilinear systems with finite stochastic data
Nicolas Chatzikiriakos, Robin Strässer, Frank Allgöwer, Andrea Iannelli
2026-03-23
Systems and Control · Electrical Eng. & Systems
Dual Iterative Learning Control for Multiple-Input Multiple-Output Dynamics with Validation in Robotic Systems
Jan-Hendrik Ewering, Alessandro Papa, Simon F. G. Ehlers, Thomas Seel +1
2025-09-24