In this paper we propose a new approach for the Depth-of-Hypnosys (DoH) control in Total Intravenous Anesthesia (TIVA), where the bispectral index (BIS) is the process variable and the infusion rate of propofol is the control variable. In particular, a Proportional-Integral-Derivative (PID) controller is employed when the BIS is inside the specified range from 60 to 40. Then, a model predictive control (MPC) technique is employed when the BIS is higher than 60 with the aim of minimizing the time-to-target, thus reducing the risk of awareness for the patient during the maintenance phase. The same approach is also effective in the induction phase, reducing its duration. Simulation results show the effectiveness of the methodology.

A minimum Time-to-Target MPC approach for depth of hypnosis in total intravenous anesthesia

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

Abstract

In this paper we propose a new approach for the Depth-of-Hypnosys (DoH) control in Total Intravenous Anesthesia (TIVA), where the bispectral index (BIS) is the process variable and the infusion rate of propofol is the control variable. In particular, a Proportional-Integral-Derivative (PID) controller is employed when the BIS is inside the specified range from 60 to 40. Then, a model predictive control (MPC) technique is employed when the BIS is higher than 60 with the aim of minimizing the time-to-target, thus reducing the risk of awareness for the patient during the maintenance phase. The same approach is also effective in the induction phase, reducing its duration. Simulation results show the effectiveness of the methodology.
2024
IFAC-PapersOnLine
MIUR (compresi PRIN FIRB,FISR)
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
496
501
6
Elsevier B.V.
Anesthesia control; DoH control; MPC; optimization; PID control
   Automatic Control of Total IntraVenous Anesthesia
   ACTIVA
   European Union
   Next Generation EU
   CUP D53D23001180006
no
Goal 3: Good health and well-being
open
Milanesi, Marco; Consolini, Luca; Credico, Giulia Di; Laurini, Mattia; Schiavo, Michele; Visioli, Antonio
273
info:eu-repo/semantics/conferenceObject
6
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/11379/617685
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