On the Use of FOPID Controllers for Maintenance Phase of General Anesthesia
Source abstract
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.
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Research context
OpenAlex topics: Anesthesia and Sedative Agents · Anesthesia and Neurotoxicity Research · Intensive Care Unit Cognitive Disorders
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Department of Mechanical and Industrial Engineering, University of Brescia, 25123 Brescia, Italy
Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, 25123 Brescia, Italy
Spedali Civili of Brescia, 25123 Brescia, Italy
Curtin Centre for Optimisation and Decision Science, Curtin University, Bentley, WA 6102, Australia
Funding
European Union NextGeneration EU
References (32)
Show source-provided references
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