Systems and Control · Electrical Eng. & Systems
Safe Stochastic Model Predictive Control
Tim Brüdigam, Robert Jacumet, Dirk Wollherr, Marion Leibold
2022-09-16
Systems and Control · Electrical Eng. & Systems
Minimization of Constraint Violation Probability in Model Predictive Control
Tim Brüdigam, Victor Gaßmann, Dirk Wollherr, Marion Leibold
2021-06-17
Optimization and Control · Mathematics
Stochastic Model Predictive Control, Iterated Function Systems, and Stability
Vyacheslav Kungurtsev, Jakub Marecek, Robert Shorten
2022-10-14
Systems and Control · Electrical Eng. & Systems
Grid-Based Stochastic Model Predictive Control for Trajectory Planning in Uncertain Environments
Tim Brüdigam, Fulvio di Luzio, Lucia Pallottino, Dirk Wollherr +1
2021-05-17
Robotics · Computer Science
Model Predictive Control of Nonlinear Latent Force Models: A Scenario-Based Approach
Thomas Woodruff, Iman Askari, Guanghui Wang, Huazhen Fang
2022-07-29
Systems and Control · Electrical Eng. & Systems
Minimal Constraint Violation Probability in Model Predictive Control for Linear Systems
Michael Fink, Tim Brüdigam, Dirk Wollherr, Marion Leibold
2024-05-03
Systems and Control · Electrical Eng. & Systems
A Model Predictive Control Framework for Improving Risk-Tolerance of Manufacturing Systems
Mostafa Tavakkoli Anbarani, Efe C. Balta, Rômulo Meira-Góes, Ilya Kovalenko
2023-02-17
Systems and Control · Electrical Eng. & Systems
Convex Chance-Constrained Stochastic Control under Uncertain Specifications with Application to Learning-Based Hybrid Powertrain Control
Teruki Kato, Ryotaro Shima, Kenji Kashima
2026-01-27
Systems and Control · Electrical Eng. & Systems
Data-Driven Distributed Stochastic Model Predictive Control with Closed-Loop Chance Constraint Satisfaction
Simon Muntwiler, Kim P. Wabersich, Lukas Hewing, Melanie N. Zeilinger
2022-03-03
Robotics · Computer Science
Stochastic Model Predictive Control with Optimal Linear Feedback for Mobile Robots in Dynamic Environments
Yunfan Gao, Florian Messerer, Niels van Duijkeren, Moritz Diehl
2024-07-22
Systems and Control · Computer Science
Constraint-Tightening and Stability in Stochastic Model Predictive Control
Matthias Lorenzen, Fabrizio Dabbene, Roberto Tempo, Frank Allgöwer
2016-05-13
Systems and Control · Electrical Eng. & Systems
Sampling-based Stochastic Data-driven Predictive Control under Data Uncertainty - Extended Version
Johannes Teutsch, Sebastian Kerz, Dirk Wollherr, Marion Leibold
2025-10-07