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Simon Muntwiler
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A Lyapunov function for robust stability of moving horizon estimation
JD Schiller, S Muntwiler, J Köhler, MN Zeilinger, MA Müller
IEEE Transactions on Automatic Control 68 (12), 7466-7481, 2023
422023
Data-driven control of room temperature and bidirectional EV charging using deep reinforcement learning: simulations and experiments
B Svetozarevic, C Baumann, S Muntwiler, L Di Natale, MN Zeilinger, ...
392021
Distributed model predictive safety certification for learning-based control
S Muntwiler, KP Wabersich, A Carron, MN Zeilinger
IFAC-PapersOnLine 53 (2), 5258-5265, 2020
272020
Learning-based moving horizon estimation through differentiable convex optimization layers
S Muntwiler, KP Wabersich, MN Zeilinger
Learning for Dynamics and Control Conference, 153-165, 2022
162022
Chronos and CRS: Design of a miniature car-like robot and a software framework for single and multi-agent robotics and control
A Carron, S Bodmer, L Vogel, R Zurbrügg, D Helm, R Rickenbach, ...
2023 IEEE International Conference on Robotics and Automation (ICRA), 1371-1378, 2023
142023
Data-driven distributed stochastic model predictive control with closed-loop chance constraint satisfaction
S Muntwiler, KP Wabersich, L Hewing, MN Zeilinger
2021 European Control Conference (ECC), 210-215, 2021
13*2021
MHE under parametric uncertainty--Robust state estimation without informative data
S Muntwiler, J Köhler, MN Zeilinger
arXiv preprint arXiv:2312.14049, 2023
72023
A stiffness-oriented model order reduction method for low-inertia power systems
S Muntwiler, O Stanojev, A Zanelli, G Hug, MN Zeilinger
Electric Power Systems Research 235, 110630, 2024
42024
Nonlinear Functional Estimation: Functional Detectability and Full Information Estimation
S Muntwiler, J Köhler, MN Zeilinger
arXiv preprint arXiv:2312.13859, 2023
42023
LQG for constrained linear systems: Indirect feedback stochastic MPC with Kalman filtering
S Muntwiler, KP Wabersich, R Miklos, MN Zeilinger
2023 European Control Conference (ECC), 1-7, 2023
32023
Optimization-Based System Identification and Moving Horizon Estimation Using Low-Cost Sensors for a Miniature Car-Like Robot
S Bodmer, L Vogel, S Muntwiler, A Hansson, T Bodewig, J Wahlen, ...
arXiv preprint arXiv:2404.08362, 2024
22024
Parallelizable Parametric Nonlinear System Identification via tuning of a Moving Horizon State Estimator
L Simpson, J Asprion, S Muntwiler, J Köhler, M Diehl
arXiv preprint arXiv:2403.17858, 2024
22024
Moving Horizon Estimation for Simultaneous Localization and Mapping with Robust Estimation Error Bounds
J Trisovic, A Didier, S Muntwiler, MN Zeilinger
arXiv preprint arXiv:2411.13310, 2024
2024
Model-based Estimation of Ventricular Cerebrospinal Fluid Volume
F Flürenbrock, S Muntwiler, L Korn, MS Daners, MN Zeilinger
2024 IEEE Conference on Control Technology and Applications (CCTA), 302-309, 2024
2024
Optimization-based Estimation and Control under Uncertainty
S Muntwiler
ETH Zurich, 2024
2024
Small-Signal Stability Consideration in Optimal Power Flow for Low-Inertia Systems
MA Desai, O Stanojev, S Muntwiler, G Hug
Available at SSRN 5062957, 0
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