A modified PID-based control scheme for depth-of-hypnosis control: Design and experimental results

被引:22
作者
Schiavo, Michele
Padula, Fabrizio
Latronico, Nicola
Paltenghi, Massimiliano
Visioli, Antonio
机构
[1] Dipartimento di Ingegneria dell'Informazione, University of Brescia, Brescia
[2] Curtin Centre for Optimisation and Decision Science, Curtin University, Perth
[3] Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Brescia
[4] Department of Anesthesiology, Critical Care and Emergency Spedali Civili di Brescia, Brescia
[5] Dipartimento di Ingegneria Meccanica e Industriale, University of Brescia, Brescia
关键词
Total intravenous anesthesia; Depth-of-Hypnosis control; PID control; Coadministration; Clinical results; CLOSED-LOOP; BISPECTRAL INDEX; DELIVERY-SYSTEM; ANESTHESIA; PROPOFOL; REMIFENTANIL; SAFETY; PHARMACOKINETICS; METAANALYSIS; PERFORMANCE;
D O I
10.1016/j.cmpb.2022.106763
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Background and Objective: Many methodologies have been proposed for the control of total intravenous anesthesia in general surgery, as this yields a reduced stress for the anesthesiologist and an increased safety for the patient. The objective of this work is to design a PID-based control system for the regulation of the depth of hypnosis by propofol and remifentanil coadministration that takes into account the clinical practice. Methods: With respect to a standard PID control system, additional functionalities have been implemented in order to consider specific requirements related to the clinical practice. In particular, suitable boluses are determined and used in the induction phase and a nonzero baseline infusion is used in the maintenance phase when the predicted effect-site concentration drops below a safety threshold. Results: The modified controller has been experimentally assessed on a group of 10 patients receiving general anesthesia for elective plastic surgery. The control system has been able to induce and maintain adequate anesthesia without any manual intervention from the anesthesiologist. Conclusions: Results confirm the effectiveness of the overall design approach and, in particular, highlight that the new version of the control system, with respect to a standard PID controller, provides significant advantages from a clinical standpoint.(c) 2022 Elsevier B.V. All rights reserved.
引用
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页数:14
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