On the Use of FOPID Controllers for Maintenance Phase of General Anesthesia

被引:6
|
作者
Paolino, Nicola [1 ]
Schiavo, Michele [1 ]
Latronico, Nicola [2 ,3 ]
Padula, Fabrizio [4 ]
Paltenghi, Massimiliano [3 ]
Visioli, Antonio [1 ]
机构
[1] Univ Brescia, Dept Mech & Ind Engn, I-25123 Brescia, Italy
[2] Univ Brescia, Dept Med & Surg Specialties Radiol Sci & Publ Hlth, I-25123 Brescia, Italy
[3] Spedali Civili Brescia, I-25123 Brescia, Italy
[4] Curtin Univ, Curtin Ctr Optimisat & Decis Sci, Bentley, WA 6102, Australia
来源
APPLIED SCIENCES-BASEL | 2023年 / 13卷 / 13期
关键词
anesthesia control; FOPID control; PID control; tuning; CLOSED-LOOP CONTROL; BISPECTRAL INDEX; PID CONTROLLERS; PROPOFOL; HYPNOSIS; INDUCTION; SYSTEM; DEPTH;
D O I
10.3390/app13137381
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
This paper investigates the performance achievable with a fractional-order PID regulator controlling the Depth of Hypnosis (measured via the Bispectral Index Scale) through the administration of propofol during the maintenance phase of total intravenous anesthesia. In particular, two different methodologies were applied to tune the controller: in the first case, genetic algorithms (GAs) were used to minimize the integrated absolute error, while in the second case, the isodamping approach-a method that targets phase margin invariance with respect to the process dc gain-was employed. In both cases, the performance was extensively analyzed and compared with that of a standard PID controller by simulating multiple patients through a Monte Carlo method. The results demonstrate that a fractional-order PID controller can be effectively used to control the Depth of Hypnosis, but the improvement with respect to a standard PID controller is marginal.
引用
收藏
页数:32
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