67 citations · 324 across the 46 of their papers we have counts for
7 papers · 1 filter
Sensitivity Analysis for Piecewise-Affine Approximations of Nonlinear Programs with Polytopic Constraints
Leila Gharavi, Changrui Liu, Bart De Schutter +1
Nonlinear Programs (NLPs) are prevalent in optimization-based control of nonlinear systems. Solving general NLPs is computationally expensive, necessitating the development of fast…
Stability and Performance Analysis of Model Predictive Control of Uncertain Linear Systems
Changrui Liu, Shengling Shi, Bart De Schutter
Model mismatch often poses challenges in model-based controller design. This paper investigates model predictive control (MPC) of uncertain linear systems with input constraints, f…
Scenario Reduction with Guarantees for Stochastic Optimal Control of Linear Systems
Francesco Cordiano, Bart De Schutter
Scenario reduction algorithms can be an effective means to provide a tractable description of the uncertainty in optimal control problems. However, they might significantly comprom…
Distributed Model Predictive Control for Piecewise Affine Systems Based on Switching ADMM
Samuel Mallick, Azita Dabiri, Bart De Schutter
This paper presents a novel approach for distributed model predictive control (MPC) for piecewise affine (PWA) systems. Existing approaches rely on solving mixed-integer optimizati…
A Benchmark for the Application of Distributed Control Techniques to the Electricity Network of the European Economic Area
A. Riccardi, L. Laurenti, B. De Schutter
The European Economic Area Electricity Network Benchmark (EEA-ENB) is a multi-area power system representing the European network of transmission systems for electricity to facilit…
Entanglement Definitions for Tethered Robots: Exploration and Analysis
Gianpietro Battocletti, Dimitris Boskos, Domagoj Tolić +2
In this article we consider the problem of tether entanglement for tethered mobile robots. One of the main risks of using a tethered connection between a mobile robot and an anchor…
A Comparison Benchmark for Distributed Hybrid MPC Control Methods: Distributed Vehicle Platooning
Samuel Mallick, Azita Dabiri, Bart De Schutter
Distributed model predictive control (MPC) is currently being investigated as a solution to the important control challenge presented by networks of hybrid dynamical systems. Howev…