Nonlinear Plants Control Using Piece-Wise Linear Neural Models

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216275%3A25530%2F11%3A39892366" target="_blank" >RIV/00216275:25530/11:39892366 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Nonlinear Plants Control Using Piece-Wise Linear Neural Models
Original language description
There is introduced an algorithm which provides piecewise-linear model of nonlinear plant using artificial neural networks, in this paper. That piecewise-linear model is precise and each linear submodel is valid in some neighbourhood of actual plant state. This model can be used for plant control design. There is presented an example at the end of this paper, where defined nonlinear plant is controlled via Pole Assignment technique using piecewise-linear neural model and control response is compared todata obtained by common PID controller.
Czech name
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Czech description
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Project
<a href="/en/project/MEB0810003" target="_blank" >MEB0810003: Identification and Controll of Complex Nonlinear System using Artificial Neural Network</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>Z - Vyzkumny zamer (s odkazem do CEZ)<br>S - Specificky vyzkum na vysokych skolach

Publication year
2011
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Sbornik trudov II. Mezhdunarodnovo nautchnovo seminara Systemnyi analyz, upravlenie i obrabotka informacii
ISBN
978-5-7890-0666-5
ISSN
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e-ISSN
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Number of pages
8
Pages from-to
138-145
Publisher name
Donetsk national technical university
Place of publication
Donetsk
Event location
Rostov-na-Donu
Event date
Sep 27, 2011
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
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