In this paper we discuss the use of a Proportional-Integral-Derivative-Acceleration (PIDA) controller for the Depth-of-Hypnosis (DoH) control in total intravenous anesthesia (TIVA). In particular, the infusion rate of the hypnotic drug propofol is the control variable and the bispectral index (BIS) is the controlled variable. The PIDA controller is tuned by using a population-based approach and its robustness is evaluated with a Monte Carlo method. The noise amplification is reduced by means of suitably designed low-pass filters. A comparison with a PID controller is performed, showing that the addition of the acceleration action allows us to design a more aggressive controller, thus reducing the risk of awareness of the patient in the maintenance phase.

PIDA control of depth of hypnosis in total intravenous anesthesia

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

Abstract

In this paper we discuss the use of a Proportional-Integral-Derivative-Acceleration (PIDA) controller for the Depth-of-Hypnosis (DoH) control in total intravenous anesthesia (TIVA). In particular, the infusion rate of the hypnotic drug propofol is the control variable and the bispectral index (BIS) is the controlled variable. The PIDA controller is tuned by using a population-based approach and its robustness is evaluated with a Monte Carlo method. The noise amplification is reduced by means of suitably designed low-pass filters. A comparison with a PID controller is performed, showing that the addition of the acceleration action allows us to design a more aggressive controller, thus reducing the risk of awareness of the patient in the maintenance phase.
2024
Proceedings 4th IFAC Conference on Advances in Proportional-Integral-Derivate Control, PID 2024
MIUR (compresi PRIN FIRB,FISR)
PE7_1 Control engineering
PE8_14 Industrial bioengineering
Esperti anonimi
Inglese
no
4th IFAC Conference on Advances in Proportional-Integral-Derivate Control, PID 2024
12-14/6/2024
Almeria (E)
Internazionale
ELETTRONICO
58
192
197
6
Elsevier
Anesthesia control; Depth of Hypnosis; PIDA control; Robustness; Tuning
Imprese italiane
   European Union NextGeneration EU (PIANO NAZIONALE DI RIPRESA E RESILIENZA (PNRR) - MISSIONE 4 COMPONENTE 2, INVESTIMENTO 3.3—Decreto del Ministero dell’Universit`a e della Ricerca n.352 del 09/04/2022)
Goal 3: Good health and well-being
open
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
File in questo prodotto:
File Dimensione Formato  
1-s2.0-S2405896324007493-main.pdf

accesso aperto

Tipologia: Full Text
Licenza: DRM non definito
Dimensione 1.8 MB
Formato Adobe PDF
1.8 MB Adobe PDF Visualizza/Apri

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11379/612765
 Attenzione

Attenzione! I dati visualizzati non sono stati sottoposti a validazione da parte dell'ateneo

Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 11
  • ???jsp.display-item.citation.isi??? 8
social impact