Advancing Anesthesia Education: Training on Modeling and Control for Enhanced Patient Care

Q3 Engineering IFAC-PapersOnLine Pub Date : 2024-01-01 DOI:10.1016/j.ifacol.2024.10.287
Teodora Popescu , Nicoleta Badau , Marcian Mihai , Erwin Hegedus , Isabela Birs , Dana Copot , Eva H. Dulf , Cristina I. Muresan
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Abstract

This paper introduces a training program focused on anesthesia modeling and control. The curriculum centers on the utilization of an open-source patient simulator and covers open-loop analysis, relative gain array analysis, and modeling for control purposes, preparing students for closed-loop anesthesia management. A decentralized approach to controller tuning is adopted, with emphasis on both standard PID and generalized fractional order PID controllers. Through practical exercises and simulations, students acquire essential skills to understand anesthesia modeling and control challenges effectively, contributing to improved patient outcomes in clinical practice.
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推进麻醉教育:建模与控制培训,加强患者护理
本文介绍了一项以麻醉建模和控制为重点的培训计划。课程以使用开源病人模拟器为中心,涵盖开环分析、相对增益阵列分析和以控制为目的的建模,帮助学生为闭环麻醉管理做好准备。控制器调整采用分散方法,重点是标准 PID 和广义分数阶 PID 控制器。通过实际练习和模拟,学生将掌握有效理解麻醉建模和控制挑战的基本技能,从而在临床实践中改善患者的治疗效果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
IFAC-PapersOnLine
IFAC-PapersOnLine Engineering-Control and Systems Engineering
CiteScore
1.70
自引率
0.00%
发文量
1122
期刊介绍: All papers from IFAC meetings are published, in partnership with Elsevier, the IFAC Publisher, in theIFAC-PapersOnLine proceedings series hosted at the ScienceDirect web service. This series includes papers previously published in the IFAC website.The main features of the IFAC-PapersOnLine series are: -Online archive including papers from IFAC Symposia, Congresses, Conferences, and most Workshops. -All papers accepted at the meeting are published in PDF format - searchable and citable. -All papers published on the web site can be cited using the IFAC PapersOnLine ISSN and the individual paper DOI (Digital Object Identifier). The site is Open Access in nature - no charge is made to individuals for reading or downloading. Copyright of all papers belongs to IFAC and must be referenced if derivative journal papers are produced from the conference papers. All papers published in IFAC-PapersOnLine have undergone a peer review selection process according to the IFAC rules.
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