About: Hot-Air Tunel Control Using Multi-Dimensional Predictive Controller Based on Neural Network Model     Goto   Sponge   NotDistinct   Permalink

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

AttributesValues
rdf:type
Description
  • This paper presents using of a multi-dimensional model predictive controller for hot-air tunnel control. Two quantities of hot-air tunnel are controlled – the air flow and the temperature. Mode predictive controller is a kind of optimal controller based on model. Model predicts future system output, which is used for finding an optimal control action. We used a feed-forward neural network model with backpropagation learning algorithm. Obtained controller is adaptive, because the neural network model is able to observe system changes and adapt itself. The algorithm was implemented in MATLAB-Simulink and tested on a physical model. Communication between PC and hot-air tunnel was provided by PLC (connected via Ethernet.
  • This paper presents using of a multi-dimensional model predictive controller for hot-air tunnel control. Two quantities of hot-air tunnel are controlled – the air flow and the temperature. Mode predictive controller is a kind of optimal controller based on model. Model predicts future system output, which is used for finding an optimal control action. We used a feed-forward neural network model with backpropagation learning algorithm. Obtained controller is adaptive, because the neural network model is able to observe system changes and adapt itself. The algorithm was implemented in MATLAB-Simulink and tested on a physical model. Communication between PC and hot-air tunnel was provided by PLC (connected via Ethernet. (en)
  • Článek prezentuje multidimenzionální prediktivní regulátor pro horkovzdušný tunel.Jsou řízeny dvě proměnné, průtok vzduchu a teplota. Pro identifikaci je použita neuronová síť. (cs)
Title
  • Hot-Air Tunel Control Using Multi-Dimensional Predictive Controller Based on Neural Network Model
  • Hot-Air Tunel Control Using Multi-Dimensional Predictive Controller Based on Neural Network Model (en)
  • Řízení teplovzdušného modelu vícerozměrným prediktivním regulátorem s identifikací pomocí neuronové sítě (cs)
skos:prefLabel
  • Hot-Air Tunel Control Using Multi-Dimensional Predictive Controller Based on Neural Network Model
  • Hot-Air Tunel Control Using Multi-Dimensional Predictive Controller Based on Neural Network Model (en)
  • Řízení teplovzdušného modelu vícerozměrným prediktivním regulátorem s identifikací pomocí neuronové sítě (cs)
skos:notation
  • RIV/00216305:26220/06:PU63875!RIV07-GA0-26220___
http://linked.open.../vavai/riv/strany
  • 267-268
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GA102/06/1132), P(GD102/03/H116)
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 478257
http://linked.open...ai/riv/idVysledku
  • RIV/00216305:26220/06:PU63875
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • MPC, prediction, neural network, control, multidimensional control (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [EA16731D893B]
http://linked.open...v/mistoKonaniAkce
  • Vídeň
http://linked.open...i/riv/mistoVydani
  • Vídeň
http://linked.open...i/riv/nazevZdroje
  • Anals of DAAAM for 2006 & Proceedings
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Pivoňka, Petr
  • Nepevný, Petr
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
number of pages
http://purl.org/ne...btex#hasPublisher
  • DAAAM International Vienna
https://schema.org/isbn
  • 3-901509-57-7
http://localhost/t...ganizacniJednotka
  • 26220
Faceted Search & Find service v1.16.118 as of Jun 21 2024


Alternative Linked Data Documents: ODE     Content Formats:   [cxml] [csv]     RDF   [text] [turtle] [ld+json] [rdf+json] [rdf+xml]     ODATA   [atom+xml] [odata+json]     Microdata   [microdata+json] [html]    About   
This material is Open Knowledge   W3C Semantic Web Technology [RDF Data] Valid XHTML + RDFa
OpenLink Virtuoso version 07.20.3240 as of Jun 21 2024, on Linux (x86_64-pc-linux-gnu), Single-Server Edition (126 GB total memory, 100 GB memory in use)
Data on this page belongs to its respective rights holders.
Virtuoso Faceted Browser Copyright © 2009-2024 OpenLink Software