Detail publikačního výsledku

Predictive Controller with Neural Network Classificator

DOBIAS, M.; PIVONKA, P.

Originální název

Predictive Controller with Neural Network Classificator

Anglický název

Predictive Controller with Neural Network Classificator

Druh

Článek recenzovaný mimo WoS a Scopus

Originální abstrakt

Predictive controllers are nowadays a necessary part of industrial processes. The main reason for application of this kind of controllers is their specific attributes which provide many advantages in this area. In this paper we will design multi-model predictive controller and make a comparison with standard predictive controller in closed loop which contains plant with uncertain parameters. Also we will be interested in problems which can be caused by noise in the closed loop. In the last part of the article we apply both predictive controllers in control circuit which contains the physical model.

Anglický abstrakt

Predictive controllers are nowadays a necessary part of industrial processes. The main reason for application of this kind of controllers is their specific attributes which provide many advantages in this area. In this paper we will design multi-model predictive controller and make a comparison with standard predictive controller in closed loop which contains plant with uncertain parameters. Also we will be interested in problems which can be caused by noise in the closed loop. In the last part of the article we apply both predictive controllers in control circuit which contains the physical model.

Klíčová slova

predictive control, artificial neural network, plant with uncertainty, classification

Klíčová slova v angličtině

predictive control, artificial neural network, plant with uncertainty, classification

Autoři

DOBIAS, M.; PIVONKA, P.

Rok RIV

2012

Vydáno

26.05.2011

Nakladatel

Technical University Sofia, branch Plovdiv

Místo

Plovdiv

ISSN

1310-8271

Periodikum

Journal of the Technical University at Plovdiv. Fundamental Sciences and Applications

Svazek

16

Číslo

1

Stát

Bulharská republika

Strany od

259

Strany do

263

Strany počet

5

BibTex

@article{BUT72641,
  author="Michal {Dobias} and Petr {Pivoňka}",
  title="Predictive Controller with Neural Network Classificator",
  journal="Journal of the Technical University at Plovdiv. Fundamental Sciences and Applications",
  year="2011",
  volume="16",
  number="1",
  pages="259--263",
  issn="1310-8271"
}