In Vivo Performance Evaluation of an FOPID Controller for Closed-Loop Anesthesia

In this article, we design and evaluate a fractional-order proportional-integral-derivative (FOPID) controller for the regulation of total intravenous anesthesia (TIVA). In particular, the FOPID controller has been designed to regulate the patient’s depth of hypnosis (DoH), measured via the bispectral index (BIS) monitor, by coadministrating both the hypnotic and analgesic drugs used in TIVA. Separate tunings are obtained for the induction phase and for the maintenance phase. For the former, a methodology based on the minimization of the integrated absolute error (IAE) has been employed, while for the latter, the isodamping design approach has been applied. Experiments carried out on ten patients undergoing plastic surgery show that the FOPID controller meets the clinical requirements for each one of the ten patients without requiring any manual intervention from the anesthesiologist. Notably, the controller provided a fast rejection of disturbances without provoking harmful overdosing episodes.

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Publication Details

Journal
IEEE Transactions on Control Systems Technology
Published
2025-06-17
DOI
https://doi.org/10.1109/tcst.2025.3577975
Primary Topic
Anesthesia and Sedative Agents
Type
article
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article

In Vivo Performance Evaluation of an FOPID Controller for Closed-Loop Anesthesia

Fabrizio Padula, Michele Schiavo, Nicola Latronico, Massimiliano Paltenghi et al.
IEEE Transactions on Control Systems Technology
Anesthesia and Sedative Agents
article

In Vivo Performance Evaluation of an FOPID Controller for Closed-Loop Anesthesia

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

Abstract

In this article, we design and evaluate a fractional-order proportional-integral-derivative (FOPID) controller for the regulation of total intravenous anesthesia (TIVA). In particular, the FOPID controller has been designed to regulate the patient’s depth of hypnosis (DoH), measured via the bispectral index (BIS) monitor, by coadministrating both the hypnotic and analgesic drugs used in TIVA. Separate tunings are obtained for the induction phase and for the maintenance phase. For the former, a methodology based on the minimization of the integrated absolute error (IAE) has been employed, while for the latter, the isodamping design approach has been applied. Experiments carried out on ten patients undergoing plastic surgery show that the FOPID controller meets the clinical requirements for each one of the ten patients without requiring any manual intervention from the anesthesiologist. Notably, the controller provided a fast rejection of disturbances without provoking harmful overdosing episodes.

IEEE Transactions on Control Systems TechnologyVol. 33(6)
Curtin University (AU), Azienda Socio Sanitaria Territoriale degli Spedali Civili di Brescia (IT), University of Brescia (IT)
Openalex Percentile: Top 76%
Anesthesia and Sedative Agents
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In Vivo Performance Evaluation of an FOPID Controller for Closed-Loop Anesthesia — Fabrizio Padula, Michele Schiavo, et al. · IEEE Transactions on Control Systems Technology (2025) | TGRS Research Map | TGRS