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A deterministic approach for design of supervisory control of LPV systems with delay
Linear Parameter Varying (LPV) systems and their control have gained attraction recently as they approximate nonlinear systems with higher order than ordinary linear systems. On the other hand, time delay is an inherent part of various real-life applications. A supervisory control structure is propo...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8378726/ https://www.ncbi.nlm.nih.gov/pubmed/34415975 http://dx.doi.org/10.1371/journal.pone.0256408 |
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author | Zahid, Ch. Nauman Salim, Mina Riaz, Raja Ali Iqbal, Jamshed |
author_facet | Zahid, Ch. Nauman Salim, Mina Riaz, Raja Ali Iqbal, Jamshed |
author_sort | Zahid, Ch. Nauman |
collection | PubMed |
description | Linear Parameter Varying (LPV) systems and their control have gained attraction recently as they approximate nonlinear systems with higher order than ordinary linear systems. On the other hand, time delay is an inherent part of various real-life applications. A supervisory control structure is proposed in this paper for LPV systems subject to time delays. In the proposed control structure, a supervisor selects the most suitable controller from a bank of controllers; which desires to enhance the performance of closed-loop system in contrast with using a single robust controller. The analysis is based on the celebrated Smith predictor for time delay compensation and we provide a sufficient condition to assure the stability of the closed-loop switched system in terms of dwell time. Simulations on blood pressure control of hypertension patients in postoperative scenario are used to exemplify the effectiveness of the utilized technique. The operating region of the system is partitioned into five smaller operating regions to construct corresponding robust controllers and perform hysteresis switching amongst them. Simulation results witnessed that the proposed control scheme demonstrated a pressure undershoot less than the desired value of 10 mmHg while the Mean Arterial Pressure (MAP) remains within ±5 mmHg of the desired value. |
format | Online Article Text |
id | pubmed-8378726 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-83787262021-08-21 A deterministic approach for design of supervisory control of LPV systems with delay Zahid, Ch. Nauman Salim, Mina Riaz, Raja Ali Iqbal, Jamshed PLoS One Research Article Linear Parameter Varying (LPV) systems and their control have gained attraction recently as they approximate nonlinear systems with higher order than ordinary linear systems. On the other hand, time delay is an inherent part of various real-life applications. A supervisory control structure is proposed in this paper for LPV systems subject to time delays. In the proposed control structure, a supervisor selects the most suitable controller from a bank of controllers; which desires to enhance the performance of closed-loop system in contrast with using a single robust controller. The analysis is based on the celebrated Smith predictor for time delay compensation and we provide a sufficient condition to assure the stability of the closed-loop switched system in terms of dwell time. Simulations on blood pressure control of hypertension patients in postoperative scenario are used to exemplify the effectiveness of the utilized technique. The operating region of the system is partitioned into five smaller operating regions to construct corresponding robust controllers and perform hysteresis switching amongst them. Simulation results witnessed that the proposed control scheme demonstrated a pressure undershoot less than the desired value of 10 mmHg while the Mean Arterial Pressure (MAP) remains within ±5 mmHg of the desired value. Public Library of Science 2021-08-20 /pmc/articles/PMC8378726/ /pubmed/34415975 http://dx.doi.org/10.1371/journal.pone.0256408 Text en © 2021 Zahid et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Zahid, Ch. Nauman Salim, Mina Riaz, Raja Ali Iqbal, Jamshed A deterministic approach for design of supervisory control of LPV systems with delay |
title | A deterministic approach for design of supervisory control of LPV systems with delay |
title_full | A deterministic approach for design of supervisory control of LPV systems with delay |
title_fullStr | A deterministic approach for design of supervisory control of LPV systems with delay |
title_full_unstemmed | A deterministic approach for design of supervisory control of LPV systems with delay |
title_short | A deterministic approach for design of supervisory control of LPV systems with delay |
title_sort | deterministic approach for design of supervisory control of lpv systems with delay |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8378726/ https://www.ncbi.nlm.nih.gov/pubmed/34415975 http://dx.doi.org/10.1371/journal.pone.0256408 |
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