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A Review of Modern Control Strategies for Clinical Evaluation of Propofol Anesthesia Administration Employing Hypnosis Level Regulation

Regulating the depth of hypnosis during surgery is one of the major objectives of an anesthesia infusion system. Continuous administration of Propofol infusion during surgical procedures is essential but it unduly increases the load of an anesthetist working in a multitasking scenario in the operati...

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Autores principales: Ilyas, Muhammad, Butt, Muhammad Fasih Uddin, Bilal, Muhammad, Mahmood, Khalid, Khaqan, Ali, Ali Riaz, Raja
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5390600/
https://www.ncbi.nlm.nih.gov/pubmed/28466018
http://dx.doi.org/10.1155/2017/7432310
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author Ilyas, Muhammad
Butt, Muhammad Fasih Uddin
Bilal, Muhammad
Mahmood, Khalid
Khaqan, Ali
Ali Riaz, Raja
author_facet Ilyas, Muhammad
Butt, Muhammad Fasih Uddin
Bilal, Muhammad
Mahmood, Khalid
Khaqan, Ali
Ali Riaz, Raja
author_sort Ilyas, Muhammad
collection PubMed
description Regulating the depth of hypnosis during surgery is one of the major objectives of an anesthesia infusion system. Continuous administration of Propofol infusion during surgical procedures is essential but it unduly increases the load of an anesthetist working in a multitasking scenario in the operation theatre. Manual and target controlled infusion systems are not appropriate to handle instabilities like blood pressure and heart rate changes arising due to interpatient and intrapatient variability. Patient safety, large interindividual variability, and less postoperative effects are the main factors motivating automation in anesthesia administration. The idea of automated system for Propofol infusion excites control engineers to come up with more sophisticated systems that can handle optimum delivery of anesthetic drugs during surgery and avoid postoperative effects. A linear control technique is applied initially using three compartmental pharmacokinetic and pharmacodynamic models. Later on, sliding mode control and model predicative control achieve considerable results with nonlinear sigmoid model. Chattering and uncertainties are further improved by employing adaptive fuzzy control and H(∞) control. The proposed sliding mode control scheme can easily handle the nonlinearities and achieve an optimum hypnosis level as compared to linear control schemes, hence preventing mishaps such as underdosing and overdosing of anesthesia.
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spelling pubmed-53906002017-05-02 A Review of Modern Control Strategies for Clinical Evaluation of Propofol Anesthesia Administration Employing Hypnosis Level Regulation Ilyas, Muhammad Butt, Muhammad Fasih Uddin Bilal, Muhammad Mahmood, Khalid Khaqan, Ali Ali Riaz, Raja Biomed Res Int Review Article Regulating the depth of hypnosis during surgery is one of the major objectives of an anesthesia infusion system. Continuous administration of Propofol infusion during surgical procedures is essential but it unduly increases the load of an anesthetist working in a multitasking scenario in the operation theatre. Manual and target controlled infusion systems are not appropriate to handle instabilities like blood pressure and heart rate changes arising due to interpatient and intrapatient variability. Patient safety, large interindividual variability, and less postoperative effects are the main factors motivating automation in anesthesia administration. The idea of automated system for Propofol infusion excites control engineers to come up with more sophisticated systems that can handle optimum delivery of anesthetic drugs during surgery and avoid postoperative effects. A linear control technique is applied initially using three compartmental pharmacokinetic and pharmacodynamic models. Later on, sliding mode control and model predicative control achieve considerable results with nonlinear sigmoid model. Chattering and uncertainties are further improved by employing adaptive fuzzy control and H(∞) control. The proposed sliding mode control scheme can easily handle the nonlinearities and achieve an optimum hypnosis level as compared to linear control schemes, hence preventing mishaps such as underdosing and overdosing of anesthesia. Hindawi 2017 2017-03-30 /pmc/articles/PMC5390600/ /pubmed/28466018 http://dx.doi.org/10.1155/2017/7432310 Text en Copyright © 2017 Muhammad Ilyas 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 Review Article
Ilyas, Muhammad
Butt, Muhammad Fasih Uddin
Bilal, Muhammad
Mahmood, Khalid
Khaqan, Ali
Ali Riaz, Raja
A Review of Modern Control Strategies for Clinical Evaluation of Propofol Anesthesia Administration Employing Hypnosis Level Regulation
title A Review of Modern Control Strategies for Clinical Evaluation of Propofol Anesthesia Administration Employing Hypnosis Level Regulation
title_full A Review of Modern Control Strategies for Clinical Evaluation of Propofol Anesthesia Administration Employing Hypnosis Level Regulation
title_fullStr A Review of Modern Control Strategies for Clinical Evaluation of Propofol Anesthesia Administration Employing Hypnosis Level Regulation
title_full_unstemmed A Review of Modern Control Strategies for Clinical Evaluation of Propofol Anesthesia Administration Employing Hypnosis Level Regulation
title_short A Review of Modern Control Strategies for Clinical Evaluation of Propofol Anesthesia Administration Employing Hypnosis Level Regulation
title_sort review of modern control strategies for clinical evaluation of propofol anesthesia administration employing hypnosis level regulation
topic Review Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5390600/
https://www.ncbi.nlm.nih.gov/pubmed/28466018
http://dx.doi.org/10.1155/2017/7432310
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