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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doaj-b630679fc52b44dc8a4cce8c132ca2912020-11-24T21:45:01ZengHindawi LimitedBioMed Research International2314-61332314-61412017-01-01201710.1155/2017/74323107432310A Review of Modern Control Strategies for Clinical Evaluation of Propofol Anesthesia Administration Employing Hypnosis Level RegulationMuhammad Ilyas0Muhammad Fasih Uddin Butt1Muhammad Bilal2Khalid Mahmood3Ali Khaqan4Raja Ali Riaz5Department of Electrical Engineering, COMSATS Institute of Information Technology, Islamabad 45550, PakistanDepartment of Electrical Engineering, COMSATS Institute of Information Technology, Islamabad 45550, PakistanDepartment of Electrical Engineering, COMSATS Institute of Information Technology, Islamabad 45550, PakistanDepartment of Electrical Engineering, Iqra National University, Peshawar 25000, PakistanDepartment of Electrical Engineering, COMSATS Institute of Information Technology, Islamabad 45550, PakistanDepartment of Electrical Engineering, COMSATS Institute of Information Technology, Islamabad 45550, PakistanRegulating 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.http://dx.doi.org/10.1155/2017/7432310 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Muhammad Ilyas Muhammad Fasih Uddin Butt Muhammad Bilal Khalid Mahmood Ali Khaqan Raja Ali Riaz |
spellingShingle |
Muhammad Ilyas Muhammad Fasih Uddin Butt Muhammad Bilal Khalid Mahmood Ali Khaqan Raja Ali Riaz A Review of Modern Control Strategies for Clinical Evaluation of Propofol Anesthesia Administration Employing Hypnosis Level Regulation BioMed Research International |
author_facet |
Muhammad Ilyas Muhammad Fasih Uddin Butt Muhammad Bilal Khalid Mahmood Ali Khaqan Raja Ali Riaz |
author_sort |
Muhammad Ilyas |
title |
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_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_sort |
review of modern control strategies for clinical evaluation of propofol anesthesia administration employing hypnosis level regulation |
publisher |
Hindawi Limited |
series |
BioMed Research International |
issn |
2314-6133 2314-6141 |
publishDate |
2017-01-01 |
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. |
url |
http://dx.doi.org/10.1155/2017/7432310 |
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