A PID-based Structure for MISO Approach to Anaesthesia Control Problem

被引:0
|
作者
Pawlowski, A. [1 ]
Schiavo, M. [2 ]
Visioli, A. [2 ]
机构
[1] Wroclaw Univ Sci & Technol, Dept Control Syst & Mech, Janiszewskiego 11-17, PL-50372 Wroclaw, Poland
[2] Univ Brescia, Dipartimento Ingn Meccan & Ind, Via Bronze 38, I-25123 Brescia, Italy
来源
IFAC PAPERSONLINE | 2024年 / 58卷 / 07期
关键词
control of anaesthesia; multivariable process; predictor; PID control; performance evaluation; CLOSED-LOOP CONTROL; BISPECTRAL INDEX; CONTROL SCHEME; PROPOFOL; REMIFENTANIL; HYPNOSIS; DEPTH; STRATEGY; SYSTEMS; AGE;
D O I
暂无
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 work introduces a control architecture based on Proportional-Integral-Derivative (PID) controller addressing drugs co-administration in the total intravenous anaesthesia process. The control problem focuses on a multiple-input -single-output nonlinear process, where the infusion rates of propofol and remifentanil are the control variables and the Bispectral Index Scale (BIS) is the controlled variable. The analyzed structure exploits an external predictor of the patient state that converts the control problem to the linear case. The interaction between the used drugs is handled by a reference converter element through continuous re-computation of the setpoint. The proposed control system is evaluated by exploiting a set of virtual patients that are representative of a wide population. The scenario considers induction and maintenance phases, as both of them are important from a practical point of view. The obtained results show that the PID controller in combination with the external predictor is able to meet all the clinical requirements, which is confirmed through the analysis of process specific performance indexes.
引用
收藏
页码:240 / 245
页数:6
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