Abdulla, Shahab Anna and Wen, Peng (2011) Robust internal model control for depth of anaesthesia. International Journal of Mechatronics and Automation, 1 (1). pp. 1-8. ISSN 2045-1059
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Official URL: http://www.inderscience.com/storage/f111073161252948.pdf
Identification Number or DOI: doi: 10.1504/IJMA.2011.039150
Abstract
This paper investigates the depth of anaesthesia control problem during a surgery, where paralytic, analgesic and hypnotic are regulated by means of monitored administration of specific drugs. A robust internal model controller (RIMC) based on the Bispectral Index (BIS) is proposed. The controller compares the measured BIS with its input reference to provide the expected propofol concentration, and then the controller manipulates the anaesthetic propofol concentration entering the anaesthetic system to achieve the desired BIS value. This study develops patient dose-response models and provides an adequate drug administration regimen to avoid under or over dosing of patients. Numerical simulations illustrate that the RIMC performed better than the traditional PID controller. The robust performance of the two controllers is evaluated for a wide range of patient models by varying in patient parameters. The other relative performance is also compared for different BIS step settings.
| Item Type: | Article (Commonwealth Reporting Category C) |
|---|---|
| Additional Information: | Permanent restricted access to published version due to publisher's copyright restrictions. |
| Uncontrolled Keywords: | internal model control; IMC; depth of anaesthesia; DoA |
| Fields of Research (FOR2008): | 10 Technology > 1004 Medical Biotechnology > 100402 Medical Biotechnology Diagnostics (incl. Biosensors) 09 Engineering > 0903 Biomedical Engineering > 090303 Biomedical Instrumentation 11 Medical and Health Sciences > 1103 Clinical Sciences > 110301 Anaesthesiology |
| Subjects: | UNSPECIFIED |
| Socio-Economic Objective (SEO2008): | E Expanding Knowledge > 97 Expanding Knowledge > 970110 Expanding Knowledge in Technology |
| ID Code: | 18736 |
| Deposited By: | |
| Deposited On: | 24 Mar 2011 13:13 |
| Last Modified: | 03 May 2013 11:15 |
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