Detail publikačního výsledku

Generalized Predictive Control: Application to a Physical Model

MIKŠÁNEK, V.; PIVOŇKA, P.

Originální název

Generalized Predictive Control: Application to a Physical Model

Anglický název

Generalized Predictive Control: Application to a Physical Model

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

This paper describes one of the advanced control algorithms for control actions and output error optimization within a time range, especially Model Predictive Control (MPC). Control actions are optimized for the following time instant. A model is used to predict the future behaviour. The model is obtained by using Neural Network. First, the control algorithm was implemented in MATLAB/Simulink and tested on mathematical models. After that it was implemented in the Programmable Logical Controller (PLC) B&R and tested on a physical model.

Anglický abstrakt

This paper describes one of the advanced control algorithms for control actions and output error optimization within a time range, especially Model Predictive Control (MPC). Control actions are optimized for the following time instant. A model is used to predict the future behaviour. The model is obtained by using Neural Network. First, the control algorithm was implemented in MATLAB/Simulink and tested on mathematical models. After that it was implemented in the Programmable Logical Controller (PLC) B&R and tested on a physical model.

Klíčová slova

Generalized Predictive Control, Neural Networks, PLC, B&R

Klíčová slova v angličtině

Generalized Predictive Control, Neural Networks, PLC, B&R

Autoři

MIKŠÁNEK, V.; PIVOŇKA, P.

Vydáno

01.01.2007

Nakladatel

Evropský polytechnický institut

ISBN

80-7314-108-6

Kniha

ICSC 2007

Strany od

275

Strany počet

5

BibTex

@inproceedings{BUT23308,
  author="Vojtěch {Mikšánek} and Petr {Pivoňka}",
  title="Generalized Predictive Control: Application to a Physical Model",
  booktitle="ICSC 2007",
  year="2007",
  pages="5",
  publisher="Evropský polytechnický institut",
  isbn="80-7314-108-6"
}