In this work, a Proportional-Integral-Derivative (PID) controller based two-degree-of-freedom control scheme for Depth of Hypnosis (DoH) in general anesthesia is proposed. This approach uses the Bispectral Index Scale (BIS) as a controlled variable and propofol administration as a control variable. The developed structure applies a new compensation scheme, which reduces the influence of the nonlinear element. In this context, we exploit the linear part of the patient model, that can be obtained from the demographics of each individual patient. The parameters are tuned using the optimization procedure based on a genetic algorithm. The evaluation of the proposed technique is performed using intra-patient variability with a Monte Carlo method. Additionally, the performance of the analyzed system has been verified using several indexes. The simulation results show that desired characteristics are obtained for both induction and maintenance phases.

Two-degree-of-freedom control scheme for depth of hypnosis in anesthesia

MERIGO, LUCA;Visioli, A.
2018-01-01

Abstract

In this work, a Proportional-Integral-Derivative (PID) controller based two-degree-of-freedom control scheme for Depth of Hypnosis (DoH) in general anesthesia is proposed. This approach uses the Bispectral Index Scale (BIS) as a controlled variable and propofol administration as a control variable. The developed structure applies a new compensation scheme, which reduces the influence of the nonlinear element. In this context, we exploit the linear part of the patient model, that can be obtained from the demographics of each individual patient. The parameters are tuned using the optimization procedure based on a genetic algorithm. The evaluation of the proposed technique is performed using intra-patient variability with a Monte Carlo method. Additionally, the performance of the analyzed system has been verified using several indexes. The simulation results show that desired characteristics are obtained for both induction and maintenance phases.
2018
Proceedings IFAC Conference on Advances in PID Control
Altre Istituz. pubb. estere
Pawlowski, A., Merigo, L., Guzmán, J.L., Dormido, S, Visioli, A.
PE7_1 Control engineering
PE8_14 Industrial bioengineering
Esperti anonimi
Inglese
no
IFAC Conference on Advances in PID Control
2018
Ghent (B)
Internazionale
ELETTRONICO
51
72
77
6
Elsevier B.V.
Depth-of-hypnosis; optimization; PID control; robustness; two-degree-of-freedom control
Ateneo di appartenenza
http://www.journals.elsevier.com/ifac-papersonline/
none
Pawlowski, A.; Merigo, Luca; Guzmán, J. L.; Dormido, S.; Visioli, A.
273
info:eu-repo/semantics/conferenceObject
5
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/11379/508359
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