Tube model predictive control for a class of nonlinear discrete-time systems

This paper signifies a tube model predictive control for discrete time uncertain nonlinear systems in the presence of bounded disturbances. The problem of obtaining robustness against parametric uncertainty is renewed to the problem of grasping robustness against additional bounded disturbance. The...

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Autores principales: Hashem Imani Marrani, Samane Fazeli, Hamid Malekizade, Hasan Hosseinzadeh
Formato: article
Lenguaje:EN
Publicado: Taylor & Francis Group 2019
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Acceso en línea:https://doaj.org/article/400d654cdae940d6b7bcfd0b6093d27e
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spelling oai:doaj.org-article:400d654cdae940d6b7bcfd0b6093d27e2021-11-04T15:51:56ZTube model predictive control for a class of nonlinear discrete-time systems2331-191610.1080/23311916.2019.1629055https://doaj.org/article/400d654cdae940d6b7bcfd0b6093d27e2019-01-01T00:00:00Zhttp://dx.doi.org/10.1080/23311916.2019.1629055https://doaj.org/toc/2331-1916This paper signifies a tube model predictive control for discrete time uncertain nonlinear systems in the presence of bounded disturbances. The problem of obtaining robustness against parametric uncertainty is renewed to the problem of grasping robustness against additional bounded disturbance. The nominal control law is achieved through the same computational burden as that of standard MPC with guaranteed stability. Also, ancillary control law is accomplished by H∞ control approach to stabilize the states despite parametric uncertainty and disturbances. A simulation example is exploited to show the effectiveness and applicability of the method.Hashem Imani MarraniSamane FazeliHamid MalekizadeHasan HosseinzadehTaylor & Francis Grouparticlediscrete time systemh∞ controlrobust tube model predictive controlcompressor surge controluncertain nonlinear systemEngineering (General). Civil engineering (General)TA1-2040ENCogent Engineering, Vol 6, Iss 1 (2019)
institution DOAJ
collection DOAJ
language EN
topic discrete time system
h∞ control
robust tube model predictive control
compressor surge control
uncertain nonlinear system
Engineering (General). Civil engineering (General)
TA1-2040
spellingShingle discrete time system
h∞ control
robust tube model predictive control
compressor surge control
uncertain nonlinear system
Engineering (General). Civil engineering (General)
TA1-2040
Hashem Imani Marrani
Samane Fazeli
Hamid Malekizade
Hasan Hosseinzadeh
Tube model predictive control for a class of nonlinear discrete-time systems
description This paper signifies a tube model predictive control for discrete time uncertain nonlinear systems in the presence of bounded disturbances. The problem of obtaining robustness against parametric uncertainty is renewed to the problem of grasping robustness against additional bounded disturbance. The nominal control law is achieved through the same computational burden as that of standard MPC with guaranteed stability. Also, ancillary control law is accomplished by H∞ control approach to stabilize the states despite parametric uncertainty and disturbances. A simulation example is exploited to show the effectiveness and applicability of the method.
format article
author Hashem Imani Marrani
Samane Fazeli
Hamid Malekizade
Hasan Hosseinzadeh
author_facet Hashem Imani Marrani
Samane Fazeli
Hamid Malekizade
Hasan Hosseinzadeh
author_sort Hashem Imani Marrani
title Tube model predictive control for a class of nonlinear discrete-time systems
title_short Tube model predictive control for a class of nonlinear discrete-time systems
title_full Tube model predictive control for a class of nonlinear discrete-time systems
title_fullStr Tube model predictive control for a class of nonlinear discrete-time systems
title_full_unstemmed Tube model predictive control for a class of nonlinear discrete-time systems
title_sort tube model predictive control for a class of nonlinear discrete-time systems
publisher Taylor & Francis Group
publishDate 2019
url https://doaj.org/article/400d654cdae940d6b7bcfd0b6093d27e
work_keys_str_mv AT hashemimanimarrani tubemodelpredictivecontrolforaclassofnonlineardiscretetimesystems
AT samanefazeli tubemodelpredictivecontrolforaclassofnonlineardiscretetimesystems
AT hamidmalekizade tubemodelpredictivecontrolforaclassofnonlineardiscretetimesystems
AT hasanhosseinzadeh tubemodelpredictivecontrolforaclassofnonlineardiscretetimesystems
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