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.; Consolini, L.; Laurini, M.; Latronico, N.; Paltenghi, M.; Visioli, A.. - In: BIOMEDICAL SIGNAL PROCESSING AND CONTROL. - ISSN 1746-8094. - 66:(2021), p. 102476.102476. [10.1016/j.bspc.2021.102476]
Optimized feedforward control of propofol for induction of hypnosis in general anesthesia
Consolini L.;Laurini M.;Latronico N.;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.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.