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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...

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Autores principales: Zahid, Ch. Nauman, Salim, Mina, Riaz, Raja Ali, Iqbal, Jamshed
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
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.
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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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