A Novel Decentralized–Decoupled Fractional-Order Control Strategy for Complete Anesthesia–Hemodynamic Stabilization in Patients Undergoing Surgical Procedures

Within biomedical engineering, there has been significant collaboration among clinicians, control engineers, and researchers to tailor treatments to individual patients. Anesthesia is integral to numerous medical procedures, necessitating precise management of hypnosis, analgesia, neuromuscular blockade, and hemodynamic variables. Recent attention has focused on computer-controlled anesthesia and hemodynamic stabilization. This research proposes the integration of a decentralized control strategy for the induction phase with a decoupled control approach for the maintenance phase, aimed at mitigating interactions within the multivariable human system. The proposed strategy is based on fractional-order controllers. The solution is validated using an open-source patient simulator featuring data from 24 virtual patients, demonstrating the efficiency of the proposed approach with respect to decentralized control.

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Publication Details

Journal
Fractal and Fractional
Published
2024-10-24
DOI
https://doi.org/10.3390/fractalfract8110623
Citations
5
Primary Topic
Anesthesia and Sedative Agents
Type
article
Field-Weighted Citation Impact
3.21
Controls
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article

A Novel Decentralized–Decoupled Fractional-Order Control Strategy for Complete Anesthesia–Hemodynamic Stabilization in Patients Undergoing Surgical Procedures

Clara M. Ionescu, Isabela Birs, Erwin Hegedüs, Cristina I. Mureşan
5 citations
Fractal and Fractional
Anesthesia and Sedative Agents
3.21
article

A Novel Decentralized–Decoupled Fractional-Order Control Strategy for Complete Anesthesia–Hemodynamic Stabilization in Patients Undergoing Surgical Procedures

Clara M. Ionescu, Isabela Birs, Erwin Hegedüs, Cristina I. Mureşan
article en
5 citations

Abstract

Within biomedical engineering, there has been significant collaboration among clinicians, control engineers, and researchers to tailor treatments to individual patients. Anesthesia is integral to numerous medical procedures, necessitating precise management of hypnosis, analgesia, neuromuscular blockade, and hemodynamic variables. Recent attention has focused on computer-controlled anesthesia and hemodynamic stabilization. This research proposes the integration of a decentralized control strategy for the induction phase with a decoupled control approach for the maintenance phase, aimed at mitigating interactions within the multivariable human system. The proposed strategy is based on fractional-order controllers. The solution is validated using an open-source patient simulator featuring data from 24 virtual patients, demonstrating the efficiency of the proposed approach with respect to decentralized control.

Fractal and FractionalVol. 8(11)
Technical University of Cluj-Napoca (RO), Ghent University (BE)
Openalex Percentile: Top 8%
Anesthesia and Sedative Agents
3.21
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A Novel Decentralized–Decoupled Fractional-Order Control Strategy for Complete Anesthesia–Hemodynamic Stabilization in Patients Undergoing Surgical Procedures — Clara M. Ionescu, Isabela Birs, et al. · Fractal and Fractional (2024) | TGRS Research Map | TGRS