Fractional Order PID Control of Propofol Dosage and Optimization in Lean and Obese Patients

被引:0
|
作者
Ynineb, Amani R. [1 ]
Mihai, Marcian-David [2 ]
Yumuk, Erhan [1 ,3 ]
Farbakhsh, Hamed [1 ]
Ben Othman, Ghada [1 ]
De Keyser, Robin [1 ]
Muresan, Cristina [2 ]
Birs, Isabela [1 ,2 ]
Copot, Dana [1 ,2 ]
Ionescu, Clara M. [1 ,2 ]
机构
[1] Univ Ghent, Dept Elect Syst & Met Engn, Res Grp Dynam Syst & Control, Tech Lane Sci Pk 125, B-9052 Zwijnaarde, Belgium
[2] Tech Univ Cluj Napoca, Dept Automat, Cluj Napoca, Romania
[3] Istanbul Tech Univ, Dept Control & Automat Engn, TR-34469 Istanbul, Turkiye
来源
IFAC PAPERSONLINE | 2024年 / 58卷 / 07期
基金
欧洲研究理事会;
关键词
Closed-Loop Control of Anesthesia; Obese Patients; Fractional-Order PID control; BIS;
D O I
10.1016/j.ifacol.2024.08.039
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper outlines the design of a fractional-order proportional integral derivative controller for regulating the induction phase of Propofol infusion in lean and obese patients. The obtained controller is implemented within the pharmacokinetic-pharmacodynamic model and the nonlinear Hill function to conduct closed-loop simulations. The latter are employed using a dataset comprising 24 patients to obtain clinical evaluation results. The design of the controller relies on a generic second-order plus dead time approximation model, which characterizes interpatient variability in response to Propofol infusion within the studied population. The fractional-order proportional integral derivative is tuned to achieve sufficient robustness margins ie phase margin, cutoff frequency, and the consideration of the iso-damping properties. The results show no undershoot and a smooth convergence to the desired value of the bispectral index, which indicates the depth of hypnosis.
引用
收藏
页码:228 / 233
页数:6
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