Detail publikace

Predictive Controller with Neural Network Classificator

Originální název

Predictive Controller with Neural Network Classificator

Anglický název

Predictive Controller with Neural Network Classificator

Jazyk

en

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.

BibTex


@article{BUT72641,
  author="Michal {Dobias} and Petr {Pivoňka}",
  title="Predictive Controller with Neural Network Classificator",
  annote="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.",
  address="Technical University Sofia, branch Plovdiv",
  chapter="72641",
  institution="Technical University Sofia, branch Plovdiv",
  journal="TechSys 2011 Internationa Conference of Engieering, Technologies and Systems",
  number="1",
  volume="16",
  year="2011",
  month="may",
  pages="259--263",
  publisher="Technical University Sofia, branch Plovdiv",
  type="journal article - other"
}