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A Two-Time Scale Decentralized Model Predictive Controller Based on Input and Output Model

A decentralized model predictive controller applicable for some systems which exhibit different dynamic characteristics in different channels was presented in this paper. These systems can be regarded as combinations of a fast model and a slow model, the response speeds of which are in two-time scal...

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Detalles Bibliográficos
Autores principales: Niu, Jian, Zhao, Jun, Xu, Zuhua, Qian, Jixin
Formato: Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2009
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2756468/
https://www.ncbi.nlm.nih.gov/pubmed/19834542
http://dx.doi.org/10.1155/2009/164568
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author Niu, Jian
Zhao, Jun
Xu, Zuhua
Qian, Jixin
author_facet Niu, Jian
Zhao, Jun
Xu, Zuhua
Qian, Jixin
author_sort Niu, Jian
collection PubMed
description A decentralized model predictive controller applicable for some systems which exhibit different dynamic characteristics in different channels was presented in this paper. These systems can be regarded as combinations of a fast model and a slow model, the response speeds of which are in two-time scale. Because most practical models used for control are obtained in the form of transfer function matrix by plant tests, a singular perturbation method was firstly used to separate the original transfer function matrix into two models in two-time scale. Then a decentralized model predictive controller was designed based on the two models derived from the original system. And the stability of the control method was proved. Simulations showed that the method was effective.
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spelling pubmed-27564682009-10-15 A Two-Time Scale Decentralized Model Predictive Controller Based on Input and Output Model Niu, Jian Zhao, Jun Xu, Zuhua Qian, Jixin J Autom Methods Manag Chem Research Article A decentralized model predictive controller applicable for some systems which exhibit different dynamic characteristics in different channels was presented in this paper. These systems can be regarded as combinations of a fast model and a slow model, the response speeds of which are in two-time scale. Because most practical models used for control are obtained in the form of transfer function matrix by plant tests, a singular perturbation method was firstly used to separate the original transfer function matrix into two models in two-time scale. Then a decentralized model predictive controller was designed based on the two models derived from the original system. And the stability of the control method was proved. Simulations showed that the method was effective. Hindawi Publishing Corporation 2009 2009-09-30 /pmc/articles/PMC2756468/ /pubmed/19834542 http://dx.doi.org/10.1155/2009/164568 Text en Copyright © 2009 Jian Niu et al. 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
Niu, Jian
Zhao, Jun
Xu, Zuhua
Qian, Jixin
A Two-Time Scale Decentralized Model Predictive Controller Based on Input and Output Model
title A Two-Time Scale Decentralized Model Predictive Controller Based on Input and Output Model
title_full A Two-Time Scale Decentralized Model Predictive Controller Based on Input and Output Model
title_fullStr A Two-Time Scale Decentralized Model Predictive Controller Based on Input and Output Model
title_full_unstemmed A Two-Time Scale Decentralized Model Predictive Controller Based on Input and Output Model
title_short A Two-Time Scale Decentralized Model Predictive Controller Based on Input and Output Model
title_sort two-time scale decentralized model predictive controller based on input and output model
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2756468/
https://www.ncbi.nlm.nih.gov/pubmed/19834542
http://dx.doi.org/10.1155/2009/164568
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