基于 PK/PD 模型的闭环麻醉 PID 控制设计

IF 1.8 Q3 AUTOMATION & CONTROL SYSTEMS IFAC Journal of Systems and Control Pub Date : 2024-03-01 Epub Date: 2024-02-15 DOI:10.1016/j.ifacsc.2024.100247
Nicola Paolino , Michele Schiavo , Nicola Latronico , Massimiliano Paltenghi , Antonio Visioli
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引用次数: 0

摘要

本文研究了如何利用最近开发的药代动力学/药效学模型来设计用于全静脉麻醉的比例-中性-衍生控制器。具体而言,我们将异丙酚的给药量视为操纵变量,将 BIS 信号视为过程变量,并提出了一种利用 Eleveld 模型调整控制器的个性化方法。仿真结果表明,个性化控制器优于基于群体的控制器,后者无法提供老年人所需的临床性能。因此,开发一个专门用于控制器设计的药动学/药效学模型将有助于提供真正个性化的控制法则,并提高整体性能。
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PK/PD model based design of PID control for closed-loop anesthesia

This paper investigates the use of a recently developed pharmacokinetic/pharmacodynamic model for the design of a Proportional–Integral–Derivative controller for total intravenous anesthesia. In particular, we consider the administration of propofol as manipulated variable and the BIS signal as the process variable, and we propose a personalized approach to tune the controller by using the Eleveld model. Simulation results show that the personalized controller outperforms the population-based one, which fails to provide the required clinical performance for elderly people. Thus, the development of a pharmacokinetic/pharmacodynamic model specifically devised for control design purposes would be beneficial to provide a truly personalized control law and to increase the overall performance.

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来源期刊
IFAC Journal of Systems and Control
IFAC Journal of Systems and Control AUTOMATION & CONTROL SYSTEMS-
CiteScore
3.70
自引率
5.30%
发文量
17
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