[PDF][PDF] Implementation of MPC in embedded systems using first order methods

P Krupa García - 2021 - idus.us.es
The results presented in this dissertation originate from our objective of implementing model
predictive control (MPC) in programmable logic controllers (PLC), which are the most widely …

[PDF][PDF] Evaluating the specification requirements for (N) EPSAC-MPC implementation on a Programmable Logic Controller (PLC)

JCE Duarte, A Hernandez, R De Keyser - academia.edu
Programmable logic controllers (PLC) are by far the most common hardware used in
industry for process automation. As observed in many electronic devices, in the recent years …

Interpolated model predictive control: Having your cake and eating it too

J Currie, DI Wilson - Chemeca 2011 (39th: 2011: Sydney, NSW), 2011 - search.informit.org
Model Predictive Control or MPC is an advanced, high-performing constraint-aware
controller that requires considerable computational demands of the internal constrained …

PLC implementation of a real-time embedded MPC algorithm based on linear input/output models

P Krupa, N Saraf, D Limon, A Bemporad - IFAC-PapersOnLine, 2020 - Elsevier
How to efficiently implement Model Predictive Control (MPC) in embedded systems is a topic
that is attracting a lot of research recently, due to its impact in practical applications …

Implementation of MPC in embedded systems using first order methods

P Krupa - arXiv preprint arXiv:2109.02140, 2021 - arxiv.org
This Ph. D. dissertation contains results in two different but related fields: the implementation
of model predictive control (MPC) in embedded systems using first order methods, and …

Synthesis of simple explicit MPC optimizers by function approximation

J Holaza, B Takács, M Kvasnica - … International Conference on …, 2013 - ieeexplore.ieee.org
Explicit Model Predictive Control (MPC) is an attractive control strategy, especially when one
aims at a fast, computationally less demanding implementation of MPC. However the major …

[PDF][PDF] Model Predictive Control in the Chemical Process Industry hosted by Industrial Controllers

B Huyck - 2013 - esat.kuleuven.ac.be
Abstract Linear Model Predictive Controllers (MPC) have been used in the chemical process
industry for over forty years. They are currently implemented in a growing number of …

Special Issue “Model Predictive Control: Algorithms and Applications”: Foreword by the Guest Editor

M Ławryńczuk - Algorithms, 2022 - mdpi.com
Model Predictive Control (MPC) is an advanced control method that makes it possible to
effectively control Multiple-Input Multiple-Output (MIMO) processes subject to different types …

Implementation of model predictive control in programmable logic controllers

P Krupa, D Limon, T Alamo - IEEE Transactions on Control …, 2020 - ieeexplore.ieee.org
In this article, we present an implementation of a low-memory footprint model predictive
control (MPC)-based controller in programmable logic controllers (PLCs). Automatic code …

A Software Package for MPC Design and Tuning: MPT+

J Holaza, L Galčíková, J Oravec… - 2023 62nd IEEE …, 2023 - ieeexplore.ieee.org
The industrial implementation of the model predictive control (MPC) is driven by the
necessity to design, tune, and validate the constructed control policy. We present a novel …