Litcius/Paper detail

On the Use of FOPID Controllers for Maintenance Phase of General Anesthesia

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

2023Applied Sciences11 citationsDOIOpen Access PDF

Abstract

This paper investigates the performance achievable with a fractional-order PID regulator controlling the Depth of Hypnosis (measured via the Bispectral Index Scale) through the administration of propofol during the maintenance phase of total intravenous anesthesia. In particular, two different methodologies were applied to tune the controller: in the first case, genetic algorithms (GAs) were used to minimize the integrated absolute error, while in the second case, the isodamping approach—a method that targets phase margin invariance with respect to the process dc gain—was employed. In both cases, the performance was extensively analyzed and compared with that of a standard PID controller by simulating multiple patients through a Monte Carlo method. The results demonstrate that a fractional-order PID controller can be effectively used to control the Depth of Hypnosis, but the improvement with respect to a standard PID controller is marginal.

Topics & Concepts

PID controllerBispectral indexControl theory (sociology)Phase marginController (irrigation)PropofolComputer scienceControl engineeringAnesthesiaMathematicsEngineeringControl (management)MedicineArtificial intelligenceTemperature controlTelecommunicationsAmplifierOperational amplifierBiologyBandwidth (computing)AgronomyAnesthesia and Sedative AgentsAnesthesia and Neurotoxicity ResearchIntensive Care Unit Cognitive Disorders
On the Use of FOPID Controllers for Maintenance Phase of General Anesthesia | Litcius