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Control Law Design for Propofol Infusion to Regulate Depth of Hypnosis: A Nonlinear Control Strategy

Maintaining the depth of hypnosis (DOH) during surgery is one of the major objectives of anesthesia infusion system. Continuous administration of Propofol infusion during surgical procedures is essential but increases the undue load of an anesthetist in operating room working in a multitasking setup...

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Autores principales: Khaqan, Ali, Bilal, Muhammad, Ilyas, Muhammad, Ijaz, Bilal, Ali Riaz, Raja
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4863132/
https://www.ncbi.nlm.nih.gov/pubmed/27293475
http://dx.doi.org/10.1155/2016/1810303
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author Khaqan, Ali
Bilal, Muhammad
Ilyas, Muhammad
Ijaz, Bilal
Ali Riaz, Raja
author_facet Khaqan, Ali
Bilal, Muhammad
Ilyas, Muhammad
Ijaz, Bilal
Ali Riaz, Raja
author_sort Khaqan, Ali
collection PubMed
description Maintaining the depth of hypnosis (DOH) during surgery is one of the major objectives of anesthesia infusion system. Continuous administration of Propofol infusion during surgical procedures is essential but increases the undue load of an anesthetist in operating room working in a multitasking setup. Manual and target controlled infusion (TCI) systems are not good at handling instabilities like blood pressure changes and heart rate variability arising due to interpatient variability. Patient safety, large interindividual variability, and less postoperative effects are the main factors to motivate automation in anesthesia. The idea of automated system for Propofol infusion excites the control engineers to come up with a more sophisticated and safe system that handles optimum delivery of drug during surgery and avoids postoperative effects. In contrast to most of the investigations with linear control strategies, the originality of this research work lies in employing a nonlinear control technique, backstepping, to track the desired hypnosis level of patients during surgery. This effort is envisioned to unleash the true capabilities of this nonlinear control technique for anesthesia systems used today in biomedical field. The working of the designed controller is studied on the real dataset of five patients undergoing surgery. The controller tracks the desired hypnosis level within the acceptable range for surgery.
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spelling pubmed-48631322016-06-12 Control Law Design for Propofol Infusion to Regulate Depth of Hypnosis: A Nonlinear Control Strategy Khaqan, Ali Bilal, Muhammad Ilyas, Muhammad Ijaz, Bilal Ali Riaz, Raja Comput Math Methods Med Research Article Maintaining the depth of hypnosis (DOH) during surgery is one of the major objectives of anesthesia infusion system. Continuous administration of Propofol infusion during surgical procedures is essential but increases the undue load of an anesthetist in operating room working in a multitasking setup. Manual and target controlled infusion (TCI) systems are not good at handling instabilities like blood pressure changes and heart rate variability arising due to interpatient variability. Patient safety, large interindividual variability, and less postoperative effects are the main factors to motivate automation in anesthesia. The idea of automated system for Propofol infusion excites the control engineers to come up with a more sophisticated and safe system that handles optimum delivery of drug during surgery and avoids postoperative effects. In contrast to most of the investigations with linear control strategies, the originality of this research work lies in employing a nonlinear control technique, backstepping, to track the desired hypnosis level of patients during surgery. This effort is envisioned to unleash the true capabilities of this nonlinear control technique for anesthesia systems used today in biomedical field. The working of the designed controller is studied on the real dataset of five patients undergoing surgery. The controller tracks the desired hypnosis level within the acceptable range for surgery. Hindawi Publishing Corporation 2016 2016-04-27 /pmc/articles/PMC4863132/ /pubmed/27293475 http://dx.doi.org/10.1155/2016/1810303 Text en Copyright © 2016 Ali Khaqan et al. https://creativecommons.org/licenses/by/4.0/ 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
Khaqan, Ali
Bilal, Muhammad
Ilyas, Muhammad
Ijaz, Bilal
Ali Riaz, Raja
Control Law Design for Propofol Infusion to Regulate Depth of Hypnosis: A Nonlinear Control Strategy
title Control Law Design for Propofol Infusion to Regulate Depth of Hypnosis: A Nonlinear Control Strategy
title_full Control Law Design for Propofol Infusion to Regulate Depth of Hypnosis: A Nonlinear Control Strategy
title_fullStr Control Law Design for Propofol Infusion to Regulate Depth of Hypnosis: A Nonlinear Control Strategy
title_full_unstemmed Control Law Design for Propofol Infusion to Regulate Depth of Hypnosis: A Nonlinear Control Strategy
title_short Control Law Design for Propofol Infusion to Regulate Depth of Hypnosis: A Nonlinear Control Strategy
title_sort control law design for propofol infusion to regulate depth of hypnosis: a nonlinear control strategy
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4863132/
https://www.ncbi.nlm.nih.gov/pubmed/27293475
http://dx.doi.org/10.1155/2016/1810303
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