About: Simple Neural Network-Based Adaptive Controller for Heating System

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	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. 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. (en)
Title	Simple Neural Network-Based Adaptive Controller for Heating System Simple Neural Network-Based Adaptive Controller for Heating System (en)
skos:prefLabel	Simple Neural Network-Based Adaptive Controller for Heating System Simple Neural Network-Based Adaptive Controller for Heating System (en)
skos:notation	RIV/00216305:26220/04:PU44010!RIV11-MSM-26220___
http://linked.open...avai/riv/aktivita	P V Z
http://linked.open...avai/riv/aktivity	P(GD102/03/H116), V, Z(MSM 260000013)
http://linked.open...vai/riv/dodaniDat	2011
http://linked.open...aciTvurceVysledku	Veleba, Václav Pivoňka, Petr
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Vysoké učení technické v Brně / Fakulta elektrotechniky a komunikačních technologií
http://linked.open...dnocenehoVysledku	586225
http://linked.open...ai/riv/idVysledku	RIV/00216305:26220/04:PU44010
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Adaptive Control, Neural Networks, Simple Neural Controller (en)
http://linked.open.../riv/klicoveSlovo	Adaptive Control Neural Networks Simple Neural Controller
http://linked.open...ontrolniKodProRIV	[3A6EDB14AA5B]
http://linked.open...v/mistoKonaniAkce	Zittau
http://linked.open...i/riv/mistoVydani	Zittau, Germany
http://linked.open...i/riv/nazevZdroje	Proceedings East West Fuzzy Colloquium 2004
http://linked.open...in/vavai/riv/obor	BC
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...vavai/riv/projekt	TALENT - coordinated education of Ph. D. students in control engineering and robotics
http://linked.open...UplatneniVysledku	2004
http://linked.open...iv/tvurceVysledku	Pivoňka, Petr Veleba, Václav
http://linked.open...vavai/riv/typAkce	EUR - Evropská
http://linked.open.../riv/zahajeniAkce	2004-11-08 (xsd:date)
http://linked.open...n/vavai/riv/zamer	http://linked.opendata.cz/resource/domain/vavai/zamer/MSM%20260000013
number of pages	6 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Rektor der Hochschule Zitttau/Görlitz
https://schema.org/isbn	3-9808089-5-5
http://localhost/t...ganizacniJednotka	26220

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