کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
723378 892344 2006 6 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
FUZZY ADVISOR ALGORITHM FOR GLUCOSE REGULATION IN TYPE 1 DIABETIC PATIENTS ON A MULTI DOSES REGIME
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی مکانیک محاسباتی
پیش نمایش صفحه اول مقاله
FUZZY ADVISOR ALGORITHM FOR GLUCOSE REGULATION IN TYPE 1 DIABETIC PATIENTS ON A MULTI DOSES REGIME
چکیده انگلیسی

This study presents an advisory/control algorithm for a type 1 diabetes mellitus (TIDM) patient, in a chronic stage, under an intensive insulin treatment based on a multiple daily injections regimen (MDIR). In order to incorporate expert knowledge about the treatment of this disease, the design methodology is carried out using Mamdani–type fuzzy logic controllers to regulate the blood glucose level (BGL). The overall control strategy is based on a two–loop feedback strategy to overcome the variability in the glucose-insulin dynamics from patient–to–patient. In this way, it is pursued to compute the correct amounts of insulin required to maintain the glucose in the euglycemic interval. In order to analyze the performance of the control algorithm, extensive closed-loop simulations are illustrated using a detailed nonlinear model of the subcutaneous insulin-glucose dynamics in a TIDM patient with meal intake.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: IFAC Proceedings Volumes - Volume 39, Issue 18, 2006, Pages 309–314
نویسندگان
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