In this paper we use a population-based approach to design a fractional-order Proportional-Integral-Double-Derivative (PIDD2α) controller for Depth-of-Hypnosis (DoH) in general anesthesia. In particular, we consider the control problem of achieving and keeping the bispectral index (BIS) at the required value by manipulating the infusion rate of the propofol drug. The performance of the controller is then analyzed and compared with that achieved with a Proportional-Integral-Derivative (PID) and a Proportional-Integral-Derivative-Acceleration (PIDA) controller. Results show that, with the considered design methodology, the improvement obtained by using a fractional-order double-derivative action is marginal and does not justify the increment of the complexity in the controller implementation.

Analysis of the performance achievable with a PIDD2α controller for depth of hypnosis in total intravenous anesthesia

Milanesi, Marco;Paolino, Nicola;Schiavo, Michele;Visioli, Antonio
2024-01-01

Abstract

In this paper we use a population-based approach to design a fractional-order Proportional-Integral-Double-Derivative (PIDD2α) controller for Depth-of-Hypnosis (DoH) in general anesthesia. In particular, we consider the control problem of achieving and keeping the bispectral index (BIS) at the required value by manipulating the infusion rate of the propofol drug. The performance of the controller is then analyzed and compared with that achieved with a Proportional-Integral-Derivative (PID) and a Proportional-Integral-Derivative-Acceleration (PIDA) controller. Results show that, with the considered design methodology, the improvement obtained by using a fractional-order double-derivative action is marginal and does not justify the increment of the complexity in the controller implementation.
2024
IFAC-PapersOnLine
Ateneo di appartenenza
PE7_1 Control engineering
PE8_14 Industrial bioengineering
Esperti anonimi
Inglese
no
12th IFAC Symposium on Biological and Medical Systems, BMS 2024
2024
Villingen-Schwenningen (Germany)
Internazionale
ELETTRONICO
58
478
483
6
Elsevier B.V.
Anesthesia control; Depth of Hypnosis; PIDD; 2α; control; Robustness; Tuning
Altre Istituz. pubb. estere
no
Goal 3: Good health and well-being
none
Milanesi, Marco; Paolino, Nicola; Schiavo, Michele; Padula, Fabrizio; Visioli, Antonio
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/11379/617691
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