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PK/PD model based design of PID control for closed-loop anesthesia

Articolo
Data di Pubblicazione:
2024
Abstract:
This paper investigates the use of a recently developed pharmacokinetic/pharmacodynamic model for the design of a Proportional-Integral-Derivative controller for total intravenous anesthesia. In particular, we consider the administration of propofol as manipulated variable and the BIS signal as the process variable, and we propose a personalized approach to tune the controller by using the Eleveld model. Simulation results show that the personalized controller outperforms the population-based one, which fails to provide the required clinical performance for elderly people. Thus, the development of a pharmacokinetic/pharmacodynamic model specifically devised for control design purposes would be beneficial to provide a truly personalized control law and to increase the overall performance. (c) 2024 The Authors. Published by Elsevier Ltd. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
Tipologia CRIS:
1.1 Articolo in rivista
Keywords:
Anesthesia control; PID control; PK/PD modeling; Model -based control; Personalized medicine
Elenco autori:
Paolino, N.; Schiavo, M.; Latronico, N.; Paltenghi, M.; Visioli, A.
Autori di Ateneo:
LATRONICO NICOLA
VISIOLI Antonio
Link alla scheda completa:
https://iris.unibs.it/handle/11379/608985
Pubblicato in:
IFAC JOURNAL OF SYSTEMS AND CONTROL
Journal
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