- Tytuł:
- Design modified second order sliding mode controller based on ST algorithm for blood glucose regulation systems
- Autorzy:
-
Karam, Ekhlas H.
Jadoo, Eman H. - Powiązania:
- https://bibliotekanauki.pl/articles/117812.pdf
- Data publikacji:
- 2020
- Wydawca:
- Polskie Towarzystwo Promocji Wiedzy
- Tematy:
-
Type I Diabetes
Second Order Sliding Mode Control
Chaotic Particle Swarm Optimization
BEM model
cukrzyca typu 1
kontrola trybu przesuwu drugiego rzędu
optymalizacja roju cząstek chaotycznych
model BEM - Opis:
- The type1 of diabetes is a chronic situation characterized by abnormally high glucose levels in the blood. Persons with diabetes characterized by no insulin secretion in the pancreas (ß-cell) which also known as insulin-dependent diabetic Mellitus (IDDM). In order to keep the levels of glucose in blood near the normal ranges (70–110mg/dl), the diabetic patients needed to inject by external insulin from time to time. In this paper, a Modified Second Order Sliding Mode Controller (MSOSMC) has been developed to control the concentration of blood glucose levels under a dis-turbing meal. The parameters of the suggested design controller are optimized by using chaotic particle swarm optimization (CPSO) technique, the model which is used to represent the artificial pancreas is a minimal model for Bergman. The simulation was performed on a MATLAB/SIMULINK to verify the performance of the suggested controller. The results showed the effectiveness of the proposed MSOSMC in controlling the behavior of glu-cose deviation to a sudden rise in blood glucose.
- Źródło:
-
Applied Computer Science; 2020, 16, 2; 18-31
1895-3735 - Pojawia się w:
- Applied Computer Science
- Dostawca treści:
- Biblioteka Nauki
Artykuł