A Chakrabarty, S Zavitsanou, FJ Doyle… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Objective: The development of artificial pancreas (AP) technology for deployment in low- energy, embedded devices is contingent upon selecting an efficient control algorithm for …
Z Hu, P Shi, L Wu - IEEE Transactions on Circuits and Systems I …, 2021 - ieeexplore.ieee.org
This paper studies the event-triggered robust model predictive control (MPC) problem for constrained linear systems subject to bounded disturbances. For control computations …
Die effiziente Lösung von Optimierungsproblemen in Echtzeit bildet die Grundlage vieler moderner Regelungs-und Schätzverfahren. So basieren die prädiktive Regelung sowie die …
R Mitze, M Mönnigmann - Automatica, 2020 - Elsevier
The solution of a constrained linear–quadratic regulator problem is determined by the set of its optimal active sets. We propose an algorithm that constructs this set of active sets for a …
Z Xu, N He, L He, K Ma - ISA transactions, 2022 - Elsevier
By integrating the event-based mechanism and the model predictive control (MPC) method, an improved event-based MPC framework is constructed for the nonlinear control problem …
KF Andersen, HX Pham, HI Ugurlu… - 2022 European …, 2022 - ieeexplore.ieee.org
Event-based vision has already revolutionized the perception task for robots by promising faster response, lower energy consumption, and lower bandwidth without introducing motion …
We accelerate nonlinear model predictive control with an approach that successively detects and removes inactive constraints from the optimal control problem. In every time step and for …
PS Berner, M Mönnigmann - IEEE Transactions on Control …, 2019 - ieeexplore.ieee.org
We implement a recently proposed event-triggered networked model predictive control (MPC) approach on industrial hardware to analyze its practical relevance. There exist …
PS Berner, M Mönnigmann - 2016 IEEE Conference on Control …, 2016 - ieeexplore.ieee.org
We compare four variants of an event-based networked MPC approach with respect to computational effort and the amount of data transmitted across the network. In all four …