Personalised Fractional-Order Autotuner for the Maintenance Phase of Anaesthesia Using Sine-Tests

The research field of clinical practice has experienced a substantial increase in the integration of information technology and control engineering, which includes the management of medication administration for general anaesthesia. The invasive nature of input signals is the reason why autotuning methods are not widely used in this research field. This study proposes a non-invasive method using small-amplitude sine tests to estimate patient parameters, which allows the design of a personalised controller using an autotuning principle. The primary objective is to regulate the Bispectral Index through the administration of Propofol during the maintenance phase of anaesthesia, using a personalised fractional-order PID. This work aims to demonstrate the effectiveness of personalised control, which is facilitated by the proposed sine-based method. The closed-loop simulation results demonstrate the efficiency of the proposed approach.

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Publication Details

Journal
Fractal and Fractional
Published
2025-05-15
DOI
https://doi.org/10.3390/fractalfract9050317
Citations
1
Primary Topic
Anesthesia and Sedative Agents
Type
article
Field-Weighted Citation Impact
2.19

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article

Personalised Fractional-Order Autotuner for the Maintenance Phase of Anaesthesia Using Sine-Tests

Marcian Mihai, Isabela Birs, Amani R. Ynineb, Erwin Hegedüs et al.
1 citations
Fractal and Fractional
Anesthesia and Sedative Agents
2.19
article

Personalised Fractional-Order Autotuner for the Maintenance Phase of Anaesthesia Using Sine-Tests

Marcian Mihai, Isabela Birs, Amani R. Ynineb, Erwin Hegedüs, Cristina I. Mureşan, Nicoleta E. Badau
article en
1 citations

Abstract

The research field of clinical practice has experienced a substantial increase in the integration of information technology and control engineering, which includes the management of medication administration for general anaesthesia. The invasive nature of input signals is the reason why autotuning methods are not widely used in this research field. This study proposes a non-invasive method using small-amplitude sine tests to estimate patient parameters, which allows the design of a personalised controller using an autotuning principle. The primary objective is to regulate the Bispectral Index through the administration of Propofol during the maintenance phase of anaesthesia, using a personalised fractional-order PID. This work aims to demonstrate the effectiveness of personalised control, which is facilitated by the proposed sine-based method. The closed-loop simulation results demonstrate the efficiency of the proposed approach.

Fractal and FractionalVol. 9(5)
Technical University of Cluj-Napoca (RO), Ghent University (BE)
Ministerul Cercetării, Inovării şi Digitalizării, Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii, Vlaamse regering
Openalex Percentile: Top 15%
Anesthesia and Sedative Agents
2.19
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