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 …

Fast analytical model predictive controllers and their implementation for STM32 ARM microcontroller

P Chaber, M Ławryńczuk - IEEE Transactions on Industrial …, 2019 - ieeexplore.ieee.org
This paper describes fast versions of model predictive control (MPC) algorithms and their
practical implementation using the STM32 ARM microcontroller. Two MPC algorithms are …

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 …

[PDF][PDF] Constrained discrete model predictive control of a greenhouse system temperature

H Hamidane, S El Faiz, M Guerbaoui… - International Journal of …, 2021 - academia.edu
In this paper, a constrained discete model predictive control (CDMPC) strategy for a
greenhouse inside temperature is presented. To describe the dynamics of our system's …

Efficient embedded model predictive vibration control via convex lifting

M Gulan, G Takács, NA Nguyen, S Olaru… - … on Control Systems …, 2017 - ieeexplore.ieee.org
This paper presents an efficient real-time implementation of embedded model predictive
control, adopted in the context of active vibration control with the objective of minimizing the …

Implementation of multiple-input multiple-output dynamic matrix control algorithm for fast processes using field programmable gate array

A Wojtulewicz, M Ławryńczuk - IFAC-PapersOnLine, 2018 - Elsevier
The objective of this paper is to describe an implementation of a Dynamic Matrix Control
(DMC) algorithm for a Field Programmable Gate Array (FPGA). The DMC algorithm is …

AutoMATiC: Code Generation of Model Predictive Control Algorithms for Microcontrollers

P Chaber, M Ławryńczuk - IEEE Transactions on Industrial …, 2019 - ieeexplore.ieee.org
This article describes the AutoMATiC software system that generates the C code of software
implementation of model predictive control algorithms for a chosen target microcontroller …

Computationally efficient implementation of dynamic matrix control algorithm for very fast processes using programmable logic controller

A Wojtulewicz, M Ławryńczuk - 2018 23rd International …, 2018 - ieeexplore.ieee.org
This work reports implementation of the Dynamic Matrix Control (DMC) algorithm using a
Programmable Logic Controller (PLC). In contrast to typical industrial implementations of the …

[PDF][PDF] Code generation for model predictive control of embedded systems

JPM Zometa - 2017 - opendata.uni-halle.de
Despite many conceptual and theoretical advances, the systematic use of advanced control
approaches for constrained system in industrial applications is still limited [1]. Often simpler …

Automatic code generation of MIMO model predictive control algorithms using transcompiler

P Chaber, M Ławryńczuk - … and Automation: Proceedings of KKA 2017 …, 2017 - Springer
This paper describes a system for code auto-generation of Model Predictive Control
algorithms for Multiple-Input, Multiple-Output processes. Transcompiler–the main part of the …