Predictive control, embedded cyberphysical systems and systems of systems–A perspective

S Lucia, M Kögel, P Zometa, DE Quevedo… - Annual Reviews in …, 2016 - Elsevier
Today's world is changing rapidly due to advancements in information technology,
computation and communication. Actuation, communication, sensing, and control are …

Event-triggered model predictive control for embedded artificial pancreas systems

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 …

Polytopic event-triggered robust model predictive control for constrained linear systems

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 …

Eingebettete Optimierung in der Regelungstechnik–Grundlagen und Herausforderungen

R Findeisen, K Graichen… - at …, 2018 - degruyter.com
Die effiziente Lösung von Optimierungsproblemen in Echtzeit bildet die Grundlage vieler
moderner Regelungs-und Schätzverfahren. So basieren die prädiktive Regelung sowie die …

[HTML][HTML] A dynamic programming approach to solving constrained linear–quadratic optimal control problems

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 …

Event-based MPC for nonlinear systems with additive disturbances: A quasi-differential type approach

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 …

Event-based navigation for autonomous drone racing with sparse gated recurrent network

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 …

Accelerating nonlinear model predictive control by constraint removal

R Dyrska, M Mönnigmann - IFAC-PapersOnLine, 2021 - Elsevier
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 …

A complexity analysis of event-triggered model predictive control on industrial hardware

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 …

A comparison of four variants of event-triggered networked MPC

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 …