About: Prediction and predictive control using feedforward neural network

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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	Predictive control using artificial neural network with algorithm backpropagation is presented in the paper. This is the %22learning teacher%22 type of the ANN (artifiicial neural network). Pairs of corresponding values to each other are put at the inputs and outputs in the training phase. Then, the information %22overflows%22 from inputs to outputs and back until it gains the minimal global error per the number of epochs. After teaching, the ANN is able to predict the output value perfectly although the disturbance signal is presented. Neural network is by this way used as nonlinear substitution for very complex systems and controlled output value is predicted. This value is then used for PSD controller adaptive control. The results are presented as simulatedexamples in the environment of MATLAB and Simulink programs. Predictive control using artificial neural network with algorithm backpropagation is presented in the paper. This is the %22learning teacher%22 type of the ANN (artifiicial neural network). Pairs of corresponding values to each other are put at the inputs and outputs in the training phase. Then, the information %22overflows%22 from inputs to outputs and back until it gains the minimal global error per the number of epochs. After teaching, the ANN is able to predict the output value perfectly although the disturbance signal is presented. Neural network is by this way used as nonlinear substitution for very complex systems and controlled output value is predicted. This value is then used for PSD controller adaptive control. The results are presented as simulatedexamples in the environment of MATLAB and Simulink programs. (en)
Title	Prediction and predictive control using feedforward neural network Prediction and predictive control using feedforward neural network (en)
skos:prefLabel	Prediction and predictive control using feedforward neural network Prediction and predictive control using feedforward neural network (en)
skos:notation	RIV/70883521:28110/01:00000044!RIV/2002/GA0/281102/N
http://linked.open.../vavai/riv/strany	1;6
http://linked.open...avai/riv/aktivita	P Z
http://linked.open...avai/riv/aktivity	P(GA102/00/0526), P(GA102/99/1292), Z(MSM 281100001)
http://linked.open...vai/riv/dodaniDat	2002
http://linked.open...aciTvurceVysledku	Bobál, Vladimír
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	Univerzita Tomáše Bati ve Zlíně / Fakulta technologická
http://linked.open...dnocenehoVysledku	692368
http://linked.open...ai/riv/idVysledku	RIV/70883521:28110/01:00000044
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	predictive control, neural networks, predictor, PSD controller (en)
http://linked.open.../riv/klicoveSlovo	predictive control neural networks predictor PSD controller
http://linked.open...ontrolniKodProRIV	[C62193B9020B]
http://linked.open...v/mistoKonaniAkce	Zlín
http://linked.open...i/riv/mistoVydani	Zlín
http://linked.open...i/riv/nazevZdroje	Proc. 4th International Conference on Prediction and Nonlinear Dynamics
http://linked.open...in/vavai/riv/obor	BC
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...ocetUcastnikuAkce	0 (xsd:int)
http://linked.open...nichUcastnikuAkce	0 (xsd:int)
http://linked.open...vavai/riv/projekt	Algorithms and implementation of self-tuning MIMO controllers Adaptive and robust control on non-linear systems
http://linked.open...UplatneniVysledku	2001
http://linked.open...iv/tvurceVysledku	Bobál, Vladimír Janota, David
http://linked.open...vavai/riv/typAkce	CST - Celostátní
http://linked.open.../riv/zahajeniAkce	2001-09-25 (xsd:date)
http://linked.open...n/vavai/riv/zamer	http://linked.opendata.cz/resource/domain/vavai/zamer/MSM%20281100001
number of pages	6 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Univerzita Tomáše Bati ve Zlíně
https://schema.org/isbn	80-7318-030-8
http://localhost/t...ganizacniJednotka	28110

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