{"title":"基于 PK/PD 模型的闭环麻醉 PID 控制设计","authors":"Nicola Paolino , Michele Schiavo , Nicola Latronico , Massimiliano Paltenghi , Antonio Visioli","doi":"10.1016/j.ifacsc.2024.100247","DOIUrl":null,"url":null,"abstract":"<div><p>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.</p></div>","PeriodicalId":29926,"journal":{"name":"IFAC Journal of Systems and Control","volume":"27 ","pages":"Article 100247"},"PeriodicalIF":1.8000,"publicationDate":"2024-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2468601824000087/pdfft?md5=2b0e8ad78f8accc945934dc9d0f8f6ca&pid=1-s2.0-S2468601824000087-main.pdf","citationCount":"0","resultStr":"{\"title\":\"PK/PD model based design of PID control for closed-loop anesthesia\",\"authors\":\"Nicola Paolino , Michele Schiavo , Nicola Latronico , Massimiliano Paltenghi , Antonio Visioli\",\"doi\":\"10.1016/j.ifacsc.2024.100247\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>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.</p></div>\",\"PeriodicalId\":29926,\"journal\":{\"name\":\"IFAC Journal of Systems and Control\",\"volume\":\"27 \",\"pages\":\"Article 100247\"},\"PeriodicalIF\":1.8000,\"publicationDate\":\"2024-02-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.sciencedirect.com/science/article/pii/S2468601824000087/pdfft?md5=2b0e8ad78f8accc945934dc9d0f8f6ca&pid=1-s2.0-S2468601824000087-main.pdf\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IFAC Journal of Systems and Control\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2468601824000087\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"AUTOMATION & CONTROL SYSTEMS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IFAC Journal of Systems and Control","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2468601824000087","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"AUTOMATION & CONTROL SYSTEMS","Score":null,"Total":0}
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。
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.