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An alternative design approach for Fractional Order Internal Model Controllers for time delay systems
INTRODUCTION: Fractional Order Internal Model Control (FO-IMC) extends the capabilities of the classical IMC approach into the generalized domain of fractional calculus. When dealing with processes that exhibit time delays, implementation of such controllers in a classical feedback loop requires the...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8240371/ https://www.ncbi.nlm.nih.gov/pubmed/34194841 http://dx.doi.org/10.1016/j.jare.2021.01.004 |
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author | Muresan, C.I. Birs, I. De Keyser, R. |
author_facet | Muresan, C.I. Birs, I. De Keyser, R. |
author_sort | Muresan, C.I. |
collection | PubMed |
description | INTRODUCTION: Fractional Order Internal Model Control (FO-IMC) extends the capabilities of the classical IMC approach into the generalized domain of fractional calculus. When dealing with processes that exhibit time delays, implementation of such controllers in a classical feedback loop requires the approximation of the fractional order terms, as well as of the corresponding time delays. OBJECTIVES: The present study proposes an alternative design procedure of FO-IMC controllers based on a novel approximation method of the process time delay, proving the efficiency of the proposed method and its suitability for time delay systems. METHODS: The generalized IMC control laws are obtained analytically, based on a novel approximation of time delay, the Non-Rational Transfer Function approach. RESULTS: Several numerical examples are chosen to illustrate the efficiency of the proposed approach. In addition, a vertical take-off and landing unit exhibiting second order plus time delay dynamics is chosen to experimentally validate the proposed control strategy. The obtained results are used to compare the proposed tuning strategy with a popular FO-IMC tuning approach, based on the Taylor series approximation of the time delay. CONCLUSION: All the chosen examples, both numerical and experimental ones, validate the proposed method. The overall closed loop results obtained with the proposed approach demonstrate an improved performance compared to the existing method. Ultimately, the purpose of the paper to provide an alternative design strategy that extends the existing FO-IMC control field is reached. |
format | Online Article Text |
id | pubmed-8240371 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-82403712021-06-29 An alternative design approach for Fractional Order Internal Model Controllers for time delay systems Muresan, C.I. Birs, I. De Keyser, R. J Adv Res Mathematics, Engineering, and Computer Science INTRODUCTION: Fractional Order Internal Model Control (FO-IMC) extends the capabilities of the classical IMC approach into the generalized domain of fractional calculus. When dealing with processes that exhibit time delays, implementation of such controllers in a classical feedback loop requires the approximation of the fractional order terms, as well as of the corresponding time delays. OBJECTIVES: The present study proposes an alternative design procedure of FO-IMC controllers based on a novel approximation method of the process time delay, proving the efficiency of the proposed method and its suitability for time delay systems. METHODS: The generalized IMC control laws are obtained analytically, based on a novel approximation of time delay, the Non-Rational Transfer Function approach. RESULTS: Several numerical examples are chosen to illustrate the efficiency of the proposed approach. In addition, a vertical take-off and landing unit exhibiting second order plus time delay dynamics is chosen to experimentally validate the proposed control strategy. The obtained results are used to compare the proposed tuning strategy with a popular FO-IMC tuning approach, based on the Taylor series approximation of the time delay. CONCLUSION: All the chosen examples, both numerical and experimental ones, validate the proposed method. The overall closed loop results obtained with the proposed approach demonstrate an improved performance compared to the existing method. Ultimately, the purpose of the paper to provide an alternative design strategy that extends the existing FO-IMC control field is reached. Elsevier 2021-01-12 /pmc/articles/PMC8240371/ /pubmed/34194841 http://dx.doi.org/10.1016/j.jare.2021.01.004 Text en © 2021 The Authors. Published by Elsevier B.V. on behalf of Cairo University. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Mathematics, Engineering, and Computer Science Muresan, C.I. Birs, I. De Keyser, R. An alternative design approach for Fractional Order Internal Model Controllers for time delay systems |
title | An alternative design approach for Fractional Order Internal Model Controllers for time delay systems |
title_full | An alternative design approach for Fractional Order Internal Model Controllers for time delay systems |
title_fullStr | An alternative design approach for Fractional Order Internal Model Controllers for time delay systems |
title_full_unstemmed | An alternative design approach for Fractional Order Internal Model Controllers for time delay systems |
title_short | An alternative design approach for Fractional Order Internal Model Controllers for time delay systems |
title_sort | alternative design approach for fractional order internal model controllers for time delay systems |
topic | Mathematics, Engineering, and Computer Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8240371/ https://www.ncbi.nlm.nih.gov/pubmed/34194841 http://dx.doi.org/10.1016/j.jare.2021.01.004 |
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