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MRAC Control with Prior Model Knowledge for Asymmetric Damaged Aircraft

This paper develops a novel state-tracking multivariable model reference adaptive control (MRAC) technique utilizing prior knowledge of plant models to recover control performance of an asymmetric structural damaged aircraft. A modification of linear model representation is given. With prior knowled...

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Detalles Bibliográficos
Autores principales: Xu, Xieyu, Yang, Lingyu, Zhang, Jing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4477241/
https://www.ncbi.nlm.nih.gov/pubmed/26180839
http://dx.doi.org/10.1155/2015/247301
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author Xu, Xieyu
Yang, Lingyu
Zhang, Jing
author_facet Xu, Xieyu
Yang, Lingyu
Zhang, Jing
author_sort Xu, Xieyu
collection PubMed
description This paper develops a novel state-tracking multivariable model reference adaptive control (MRAC) technique utilizing prior knowledge of plant models to recover control performance of an asymmetric structural damaged aircraft. A modification of linear model representation is given. With prior knowledge on structural damage, a polytope linear parameter varying (LPV) model is derived to cover all concerned damage conditions. An MRAC method is developed for the polytope model, of which the stability and asymptotic error convergence are theoretically proved. The proposed technique reduces the number of parameters to be adapted and thus decreases computational cost and requires less input information. The method is validated by simulations on NASA generic transport model (GTM) with damage.
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spelling pubmed-44772412015-07-15 MRAC Control with Prior Model Knowledge for Asymmetric Damaged Aircraft Xu, Xieyu Yang, Lingyu Zhang, Jing ScientificWorldJournal Research Article This paper develops a novel state-tracking multivariable model reference adaptive control (MRAC) technique utilizing prior knowledge of plant models to recover control performance of an asymmetric structural damaged aircraft. A modification of linear model representation is given. With prior knowledge on structural damage, a polytope linear parameter varying (LPV) model is derived to cover all concerned damage conditions. An MRAC method is developed for the polytope model, of which the stability and asymptotic error convergence are theoretically proved. The proposed technique reduces the number of parameters to be adapted and thus decreases computational cost and requires less input information. The method is validated by simulations on NASA generic transport model (GTM) with damage. Hindawi Publishing Corporation 2015 2015-06-09 /pmc/articles/PMC4477241/ /pubmed/26180839 http://dx.doi.org/10.1155/2015/247301 Text en Copyright © 2015 Xieyu Xu et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Xu, Xieyu
Yang, Lingyu
Zhang, Jing
MRAC Control with Prior Model Knowledge for Asymmetric Damaged Aircraft
title MRAC Control with Prior Model Knowledge for Asymmetric Damaged Aircraft
title_full MRAC Control with Prior Model Knowledge for Asymmetric Damaged Aircraft
title_fullStr MRAC Control with Prior Model Knowledge for Asymmetric Damaged Aircraft
title_full_unstemmed MRAC Control with Prior Model Knowledge for Asymmetric Damaged Aircraft
title_short MRAC Control with Prior Model Knowledge for Asymmetric Damaged Aircraft
title_sort mrac control with prior model knowledge for asymmetric damaged aircraft
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4477241/
https://www.ncbi.nlm.nih.gov/pubmed/26180839
http://dx.doi.org/10.1155/2015/247301
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