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Published on: November 11, 2022
Model reference adaptive scheme for multi-drug infusion for blood pressure control
S Enbiya1, F Mahieddine, A Hossain
1School of Computing, Informatics and Media, University of Bradford, UK. senbiya@bradford.ac.uk
This study introduces a novel adaptive control algorithm to manage patient blood pressure and cardiac output using two drugs. The system effectively stabilizes hemodynamic variables despite patient variability and disturbances.
Area of Science:
- Biomedical Engineering
- Pharmacology
- Control Systems
Background:
- Controlling patient hemodynamic variables like mean arterial pressure (MAP) and cardiac output (CO) is complex due to varying drug sensitivities.
- Simultaneous administration of multiple drugs requires sophisticated control strategies.
Purpose of the Study:
- To develop and evaluate a multivariable model reference adaptive control (MRAC) algorithm for precise hemodynamic management.
- To maintain normal MAP and CO levels by controlling sodium nitroprusside (SNP) and dopamine (DPM) infusion rates.
Main Methods:
- A two-input, two-output patient model was utilized.
- A multivariable model reference adaptive control (MRAC) algorithm was designed.
- Computer simulations were performed to assess controller performance.
Main Results:
- The proposed adaptive control scheme demonstrated robustness against disturbances.
- The controller effectively handled variations in patient model parameters.
- Simulations confirmed the ability to maintain target MAP and CO levels.
Conclusions:
- The developed MRAC algorithm offers a promising approach for automated hemodynamic control in patients.
- The adaptive strategy ensures stable management of MAP and CO, even with physiological variability.
- This method has potential applications in critical care settings for personalized drug administration.
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