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  1. Pubblicazioni

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

Articolo
Data di Pubblicazione:
2021
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.
Tipologia CRIS:
1.1 Articolo in rivista
Keywords:
Depth of hypnosis control; Feedforward control; Induction; Optimization
Elenco autori:
Schiavo, M.; Consolini, L.; Laurini, M.; Latronico, N.; Paltenghi, M.; Visioli, A.
Autori di Ateneo:
LATRONICO NICOLA
VISIOLI Antonio
Link alla scheda completa:
https://iris.unibs.it/handle/11379/542192
Pubblicato in:
BIOMEDICAL SIGNAL PROCESSING AND CONTROL
Journal
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