Performance comparison of different advanced control schemes for glucose level control under disturbing meal

Other Title(s)

مقارنة الأداء بين مسيطرات متقدمة للسيطرة على مستوى السكر في الجسم البشري تحت تأثير الاضطراب الغذائي

Joint Authors

Hamidi, Amjad Jalil
Midhat, Bashshar Fatih

Source

al-Khwarizmi Engineering Journal

Issue

Vol. 13, Issue 3 (30 Sep. 2017), pp.55-63, 9 p.

Publisher

University of Baghdad al-Khwarizmi College of Engineering

Publication Date

2017-09-30

Country of Publication

Iraq

No. of Pages

9

Main Subjects

Information Technology and Computer Science

Topics

Abstract EN

In this work, diabetic glucose concentration level control under disturbing meal has been controlled using two set of advanced controllers.

The first set is sliding mode controllers (classical and integral) and the second set is represented by optimal LQR controllers (classical and Min-, ax).

Due to their characteristic features of disturbance rejection, both integral sliding mode controller and LQR Minmax controller are dedicated here for comparison.

The Bergman minimal mathematical model was used to represent the dynamic behavior of a diabetic patient’s blood glucose concentration to the insulin injection.

Simulations based on Matlab/Simulink, were performed to verify the performance of each controller.

In spite that Min-max optimal controller gave better disturbance rejection capability than classical optimal controller, classical sliding mode controller could outperform Min-max controller.

However, it has been shown that integral sliding mode controller is the best of all in terms of disturbance rejection capability.

American Psychological Association (APA)

Midhat, Bashshar Fatih& Hamidi, Amjad Jalil. 2017. Performance comparison of different advanced control schemes for glucose level control under disturbing meal. al-Khwarizmi Engineering Journal،Vol. 13, no. 3, pp.55-63.
https://search.emarefa.net/detail/BIM-767660

Modern Language Association (MLA)

Midhat, Bashshar Fatih& Hamidi, Amjad Jalil. Performance comparison of different advanced control schemes for glucose level control under disturbing meal. al-Khwarizmi Engineering Journal Vol. 13, no. 3 (2017), pp.55-63.
https://search.emarefa.net/detail/BIM-767660

American Medical Association (AMA)

Midhat, Bashshar Fatih& Hamidi, Amjad Jalil. Performance comparison of different advanced control schemes for glucose level control under disturbing meal. al-Khwarizmi Engineering Journal. 2017. Vol. 13, no. 3, pp.55-63.
https://search.emarefa.net/detail/BIM-767660

Data Type

Journal Articles

Language

English

Notes

Includes appendices : p. 62

Record ID

BIM-767660