In this paper we investigate a novel tuning methodology for a patient-individualized selection of the parameters of a proportional-integral-derivative (PID) controller that regulates the maintenance phase of general anesthesia. In particular, the knowledge of demographic data is exploited to determine the values of the parameters for each specific patient. The proposed approach is focused on the closed-loop administration of propofol by using the Bispectral Index Scale as controlled variable. Simulation results suggest that, with respect to a previously devised population-based PID tuning approach, the new methodology is more robust with respect to both intra-patient and inter-patient variability, at the cost of a slight decrement in the controller bandwidth.

Individualized PID tuning for maintenance of general anesthesia with propofol

Schiavo M.;Latronico N.;Paltenghi M.;Visioli A.
2021-01-01

Abstract

In this paper we investigate a novel tuning methodology for a patient-individualized selection of the parameters of a proportional-integral-derivative (PID) controller that regulates the maintenance phase of general anesthesia. In particular, the knowledge of demographic data is exploited to determine the values of the parameters for each specific patient. The proposed approach is focused on the closed-loop administration of propofol by using the Bispectral Index Scale as controlled variable. Simulation results suggest that, with respect to a previously devised population-based PID tuning approach, the new methodology is more robust with respect to both intra-patient and inter-patient variability, at the cost of a slight decrement in the controller bandwidth.
2021
IFAC-PapersOnLine
Ateneo di appartenenza
PE7_1 Control engineering
PE8_14 Industrial bioengineering
Esperti anonimi
Inglese
no
16th IFAC Symposium on Advanced Control of Chemical Processes, ADCHEM 2021
2021
ita
Internazionale
ELETTRONICO
54
679
684
6
Elsevier B.V.
Depth of hypnosis control; Individualized drug administration; Personalized medicine; PID control
Goal 3: Good health and well-being for people
none
Schiavo, M.; Padula, F.; Latronico, N.; Paltenghi, M.; Visioli, A.
273
info:eu-repo/semantics/conferenceObject
5
4 Contributo in Atti di Convegno (Proceeding)::4.1 Contributo in Atti di convegno
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11379/550009
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