Detail publikačního výsledku

Simple Neural Network-Based Adaptive Controller for Heating System

PIVOŇKA, P., VELEBA, V.

Originální název

Simple Neural Network-Based Adaptive Controller for Heating System

Anglický název

Simple Neural Network-Based Adaptive Controller for Heating System

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

The algorithm for the semi-inversion controller has been designed for adaptive control based on neural networks. This controller originally designed for linear systems proved to have favorable characteristics also for considerably non-linear systems. The algorithm deals with extreme inversion controlling actions occurring in inversion control. We used the semi-inversion controller for control a real system – laboratory hot-air system model. The efficient of control algorithm we demonstrate by control MIMO system with two parameters – the airflow and the temperature inside the tunnel. The hot-air system displays negative effects commonly occurring in industrial applications – different static amplifications at different operating points, large offset increasing with time, dead zone and noise.

Anglický abstrakt

The algorithm for the semi-inversion controller has been designed for adaptive control based on neural networks. This controller originally designed for linear systems proved to have favorable characteristics also for considerably non-linear systems. The algorithm deals with extreme inversion controlling actions occurring in inversion control. We used the semi-inversion controller for control a real system – laboratory hot-air system model. The efficient of control algorithm we demonstrate by control MIMO system with two parameters – the airflow and the temperature inside the tunnel. The hot-air system displays negative effects commonly occurring in industrial applications – different static amplifications at different operating points, large offset increasing with time, dead zone and noise.

Klíčová slova

Adaptive Control, Neural Networks, Simple Neural Controller

Klíčová slova v angličtině

Adaptive Control, Neural Networks, Simple Neural Controller

Autoři

PIVOŇKA, P., VELEBA, V.

Rok RIV

2011

Vydáno

08.09.2004

Nakladatel

Rektor der Hochschule Zitttau/Görlitz

Místo

Zittau, Germany

ISBN

3-9808089-5-5

Kniha

Proceedings East West Fuzzy Colloquium 2004

Strany od

163

Strany počet

6

BibTex

@inproceedings{BUT11409,
  author="Petr {Pivoňka} and Václav {Veleba}",
  title="Simple Neural Network-Based Adaptive Controller for Heating System",
  booktitle="Proceedings East West Fuzzy Colloquium 2004",
  year="2004",
  pages="6",
  publisher="Rektor der Hochschule Zitttau/Görlitz",
  address="Zittau, Germany",
  isbn="3-9808089-5-5"
}