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Medical & Biological Engineering & Computing

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01.12.2010 | Original Article

A robust sliding mode controller with internal model for closed-loop artificial pancreas

verfasst von: Amjad Abu-Rmileh, Winston Garcia-Gabin, Darine Zambrano

Erschienen in: Medical & Biological Engineering & Computing | Ausgabe 12/2010

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Abstract

The study presents a robust closed-loop sliding mode controller with internal model for blood glucose control in type-1 diabetes. Type-1 diabetic patients depend on external insulin delivery to keep their blood glucose within near-normal ranges. Closed-loop artificial pancreas is developed to help avoid dangerous, potentially life-threatening hypoglycemia, as well as to prevent complication-inducing hyperglycemia. The proposed controller is designed using a combination of sliding mode and internal model control techniques. To enhance postprandial performance, a feedforward controller is added to inject insulin bolus. Simulation studies have been performed to test the controller, which revealed that the proposed control strategy is able to control the blood glucose well within the safe limits in the presence of meals and measurements errors. The controller shows acceptable robustness against changes in insulin sensitivity, model–patient mismatch, and errors in estimating meal’s contents.

Vorheriger Artikel The effect of angulation in abdominal aortic aneurysms: fluid–structure interaction simulations of idealized geometries

Nächster Artikel Objective measure of sleepiness and sleep latency via bispectrum analysis of EEG

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Titel: A robust sliding mode controller with internal model for closed-loop artificial pancreas
verfasst von: Amjad Abu-Rmileh
Winston Garcia-Gabin
Darine Zambrano
Publikationsdatum: 01.12.2010
Verlag: Springer-Verlag
Erschienen in: Medical & Biological Engineering & Computing / Ausgabe 12/2010
Print ISSN: 0140-0118
Elektronische ISSN: 1741-0444
DOI: https://doi.org/10.1007/s11517-010-0665-3

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