Objective: We propose the use of an optimization strategy for the determination of the initial propofol bolus for the induction phase of general anesthesia. Methods: The optimized bolus minimizes the time-to-target and it is used as a feedforward action together with a specifically tuned PID feedback control system where the bispectral index is the controlled variable. Results: A Monte Carlo method is used to verify the effectiveness of the proposed technique. Both intra-patient and inter-patient variability has been considered. A comparison with a control scheme based on a feedback PID controller only shows that the use of an optimized feedforward action allows an average reduction of the time-to-target of more than 25%, with an acceptable increment of the undershoot, which always remains above the BIS level of 30. Conclusions: The use of an optimized bolus of propofol as a feedforward action in a fully automatic control system for the induction phase of anesthesia allows the anesthesiologist to reduce the transient time to obtain the required level of depth-of-hypnosis, without affecting the safety of the patient.

Optimized feedforward control of propofol for induction of hypnosis in general anesthesia

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

Abstract

Objective: We propose the use of an optimization strategy for the determination of the initial propofol bolus for the induction phase of general anesthesia. Methods: The optimized bolus minimizes the time-to-target and it is used as a feedforward action together with a specifically tuned PID feedback control system where the bispectral index is the controlled variable. Results: A Monte Carlo method is used to verify the effectiveness of the proposed technique. Both intra-patient and inter-patient variability has been considered. A comparison with a control scheme based on a feedback PID controller only shows that the use of an optimized feedforward action allows an average reduction of the time-to-target of more than 25%, with an acceptable increment of the undershoot, which always remains above the BIS level of 30. Conclusions: The use of an optimized bolus of propofol as a feedforward action in a fully automatic control system for the induction phase of anesthesia allows the anesthesiologist to reduce the transient time to obtain the required level of depth-of-hypnosis, without affecting the safety of the patient.
File in questo prodotto:
File Dimensione Formato  
BiomedSignProcessControl21 General anesthesia_Propofol induction Optimized feedforward control.pdf

solo utenti autorizzati

Descrizione: File pdf
Tipologia: Full Text
Licenza: PUBBLICO - Pubblico con Copyright
Dimensione 3.49 MB
Formato Adobe PDF
3.49 MB Adobe PDF   Visualizza/Apri   Richiedi una copia

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/11379/542192
 Attenzione

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

Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 8
  • ???jsp.display-item.citation.isi??? 7
social impact