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Nonlinear versus Ordinary Adaptive Control of Continuous Stirred-Tank Reactor
Unfortunately, the major group of the systems in industry has nonlinear behavior and control of such processes with conventional control approaches with fixed parameters causes problems and suboptimal or unstable control results. An adaptive control is one way to how we can cope with nonlinearity of...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4539502/ https://www.ncbi.nlm.nih.gov/pubmed/26346878 http://dx.doi.org/10.1155/2015/389273 |
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author | Vojtesek, Jiri Dostal, Petr |
author_facet | Vojtesek, Jiri Dostal, Petr |
author_sort | Vojtesek, Jiri |
collection | PubMed |
description | Unfortunately, the major group of the systems in industry has nonlinear behavior and control of such processes with conventional control approaches with fixed parameters causes problems and suboptimal or unstable control results. An adaptive control is one way to how we can cope with nonlinearity of the system. This contribution compares classic adaptive control and its modification with Wiener system. This configuration divides nonlinear controller into the dynamic linear part and the static nonlinear part. The dynamic linear part is constructed with the use of polynomial synthesis together with the pole-placement method and the spectral factorization. The static nonlinear part uses static analysis of the controlled plant for introducing the mathematical nonlinear description of the relation between the controlled output and the change of the control input. Proposed controller is tested by the simulations on the mathematical model of the continuous stirred-tank reactor with cooling in the jacket as a typical nonlinear system. |
format | Online Article Text |
id | pubmed-4539502 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
spelling | pubmed-45395022015-09-06 Nonlinear versus Ordinary Adaptive Control of Continuous Stirred-Tank Reactor Vojtesek, Jiri Dostal, Petr ScientificWorldJournal Research Article Unfortunately, the major group of the systems in industry has nonlinear behavior and control of such processes with conventional control approaches with fixed parameters causes problems and suboptimal or unstable control results. An adaptive control is one way to how we can cope with nonlinearity of the system. This contribution compares classic adaptive control and its modification with Wiener system. This configuration divides nonlinear controller into the dynamic linear part and the static nonlinear part. The dynamic linear part is constructed with the use of polynomial synthesis together with the pole-placement method and the spectral factorization. The static nonlinear part uses static analysis of the controlled plant for introducing the mathematical nonlinear description of the relation between the controlled output and the change of the control input. Proposed controller is tested by the simulations on the mathematical model of the continuous stirred-tank reactor with cooling in the jacket as a typical nonlinear system. Hindawi Publishing Corporation 2015 2015-08-04 /pmc/articles/PMC4539502/ /pubmed/26346878 http://dx.doi.org/10.1155/2015/389273 Text en Copyright © 2015 J. Vojtesek and P. Dostal. 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 Vojtesek, Jiri Dostal, Petr Nonlinear versus Ordinary Adaptive Control of Continuous Stirred-Tank Reactor |
title | Nonlinear versus Ordinary Adaptive Control of Continuous Stirred-Tank Reactor |
title_full | Nonlinear versus Ordinary Adaptive Control of Continuous Stirred-Tank Reactor |
title_fullStr | Nonlinear versus Ordinary Adaptive Control of Continuous Stirred-Tank Reactor |
title_full_unstemmed | Nonlinear versus Ordinary Adaptive Control of Continuous Stirred-Tank Reactor |
title_short | Nonlinear versus Ordinary Adaptive Control of Continuous Stirred-Tank Reactor |
title_sort | nonlinear versus ordinary adaptive control of continuous stirred-tank reactor |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4539502/ https://www.ncbi.nlm.nih.gov/pubmed/26346878 http://dx.doi.org/10.1155/2015/389273 |
work_keys_str_mv | AT vojtesekjiri nonlinearversusordinaryadaptivecontrolofcontinuousstirredtankreactor AT dostalpetr nonlinearversusordinaryadaptivecontrolofcontinuousstirredtankreactor |