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Hypnosis regulation in propofol anaesthesia employing super‐twisting sliding mode control to compensate variability dynamics

Regulation of hypnosis level on bi‐spectral index monitor (BIS) during a surgical procedure in propofol anaesthesia administration is a challenging task for an anaesthesiologist in multi‐tasking environment of the operation theater. Automation in anaesthesia has the potential to solve issues arising...

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Autores principales: Ilyas, Muhammad, Iqbal, Jamshed, Ahmad, Sayyar, Uppal, Ali Arshad, Imtiaz, Waqas Ahmad, Riaz, Raja Ali
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Institution of Engineering and Technology 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8687330/
https://www.ncbi.nlm.nih.gov/pubmed/32196464
http://dx.doi.org/10.1049/iet-syb.2018.5080
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author Ilyas, Muhammad
Iqbal, Jamshed
Ahmad, Sayyar
Uppal, Ali Arshad
Imtiaz, Waqas Ahmad
Riaz, Raja Ali
author_facet Ilyas, Muhammad
Iqbal, Jamshed
Ahmad, Sayyar
Uppal, Ali Arshad
Imtiaz, Waqas Ahmad
Riaz, Raja Ali
author_sort Ilyas, Muhammad
collection PubMed
description Regulation of hypnosis level on bi‐spectral index monitor (BIS) during a surgical procedure in propofol anaesthesia administration is a challenging task for an anaesthesiologist in multi‐tasking environment of the operation theater. Automation in anaesthesia has the potential to solve issues arising from manual administration. Automation in anaesthesia is based on developing the three‐compartmental model including pharmacokinetics and pharmacodynamic of the silico patients. This study focuses on regulation of the hypnosis level in the presence of surgical stimulus including skin incision, surgical diathermy and laryngoscopy as well as inter‐patient variability by designing super‐twisting sliding mode control (STSMC). The depth of the hypnosis level is maintained to 50 on the BIS level in the maintenance phase after improving the induction phase to 60 s using the conventional sliding mode control and 30 s with STSMC. The proposed scheme also compensates the inter‐patient variability dynamics including height, age and weight of the different silico patients. Moreover, the surgical stimuli direct the hypnosis level towards the state of consciousness and stimulate the controller to provide continuous drug infusion during the interval 80–90 s. Simulation results witness that the oscillatory behaviour is observed in drug infusion to ensure the moderate level of hypnosis (40–60) for general surgery.
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spelling pubmed-86873302022-02-16 Hypnosis regulation in propofol anaesthesia employing super‐twisting sliding mode control to compensate variability dynamics Ilyas, Muhammad Iqbal, Jamshed Ahmad, Sayyar Uppal, Ali Arshad Imtiaz, Waqas Ahmad Riaz, Raja Ali IET Syst Biol Research Article Regulation of hypnosis level on bi‐spectral index monitor (BIS) during a surgical procedure in propofol anaesthesia administration is a challenging task for an anaesthesiologist in multi‐tasking environment of the operation theater. Automation in anaesthesia has the potential to solve issues arising from manual administration. Automation in anaesthesia is based on developing the three‐compartmental model including pharmacokinetics and pharmacodynamic of the silico patients. This study focuses on regulation of the hypnosis level in the presence of surgical stimulus including skin incision, surgical diathermy and laryngoscopy as well as inter‐patient variability by designing super‐twisting sliding mode control (STSMC). The depth of the hypnosis level is maintained to 50 on the BIS level in the maintenance phase after improving the induction phase to 60 s using the conventional sliding mode control and 30 s with STSMC. The proposed scheme also compensates the inter‐patient variability dynamics including height, age and weight of the different silico patients. Moreover, the surgical stimuli direct the hypnosis level towards the state of consciousness and stimulate the controller to provide continuous drug infusion during the interval 80–90 s. Simulation results witness that the oscillatory behaviour is observed in drug infusion to ensure the moderate level of hypnosis (40–60) for general surgery. The Institution of Engineering and Technology 2020-04-01 /pmc/articles/PMC8687330/ /pubmed/32196464 http://dx.doi.org/10.1049/iet-syb.2018.5080 Text en © 2020 The Institution of Engineering and Technology https://creativecommons.org/licenses/by-nc-nd/3.0/This is an open access article published by the IET under the Creative Commons Attribution‐NonCommercial‐NoDerivs License (http://creativecommons.org/licenses/by-nc-nd/3.0/ (https://creativecommons.org/licenses/by-nc-nd/3.0/) )
spellingShingle Research Article
Ilyas, Muhammad
Iqbal, Jamshed
Ahmad, Sayyar
Uppal, Ali Arshad
Imtiaz, Waqas Ahmad
Riaz, Raja Ali
Hypnosis regulation in propofol anaesthesia employing super‐twisting sliding mode control to compensate variability dynamics
title Hypnosis regulation in propofol anaesthesia employing super‐twisting sliding mode control to compensate variability dynamics
title_full Hypnosis regulation in propofol anaesthesia employing super‐twisting sliding mode control to compensate variability dynamics
title_fullStr Hypnosis regulation in propofol anaesthesia employing super‐twisting sliding mode control to compensate variability dynamics
title_full_unstemmed Hypnosis regulation in propofol anaesthesia employing super‐twisting sliding mode control to compensate variability dynamics
title_short Hypnosis regulation in propofol anaesthesia employing super‐twisting sliding mode control to compensate variability dynamics
title_sort hypnosis regulation in propofol anaesthesia employing super‐twisting sliding mode control to compensate variability dynamics
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8687330/
https://www.ncbi.nlm.nih.gov/pubmed/32196464
http://dx.doi.org/10.1049/iet-syb.2018.5080
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