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Individualized PID Tuning for Maintenance of General Anesthesia with Propofol

Michele Schiavo, Fabrizio Padula, Nicola Latronico, Massimiliano Paltenghi, Antonio Visioli

2021IFAC-PapersOnLine12 citationsDOIOpen Access PDF

Abstract

In this paper we investigate a novel tuning methodology for a patient-individualized selection of the parameters of a proportional-integral-derivative (PID) controller that regulates the maintenance phase of general anesthesia. In particular, the knowledge of demographic data is exploited to determine the values of the parameters for each specific patient. The proposed approach is focused on the closed-loop administration of propofol by using the Bispectral Index Scale as controlled variable. Simulation results suggest that, with respect to a previously devised population-based PID tuning approach, the new methodology is more robust with respect to both intra-patient and inter-patient variability, at the cost of a slight decrement in the controller bandwidth.

Topics & Concepts

PID controllerPropofolBispectral indexControl theory (sociology)AnesthesiaTarget controlled infusionBandwidth (computing)PopulationComputer scienceMedicineControl engineeringEngineeringArtificial intelligenceControl (management)Temperature controlComputer networkRemifentanilEnvironmental healthAnesthesia and Sedative AgentsHemodynamic Monitoring and TherapyHealthcare Technology and Patient Monitoring
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