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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Taylor & Francis Group
2019
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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 |
_version_ |
1718444710803013632 |