An Improved PID Algorithm Based on Insulin-on-Board Estimate for Blood Glucose Control with Type 1 Diabetes

المؤلفون المشاركون

Hu, Ruiqiang
Li, Chengwei

المصدر

Computational and Mathematical Methods in Medicine

العدد

المجلد 2015، العدد 2015 (31 ديسمبر/كانون الأول 2015)، ص ص. 1-8، 8ص.

الناشر

Hindawi Publishing Corporation

تاريخ النشر

2015-10-05

دولة النشر

مصر

عدد الصفحات

8

التخصصات الرئيسية

الطب البشري

الملخص EN

Automated closed-loop insulin infusion therapy has been studied for many years.

In closed-loop system, the control algorithm is the key technique of precise insulin infusion.

The control algorithm needs to be designed and validated.

In this paper, an improved PID algorithm based on insulin-on-board estimate is proposed and computer simulations are done using a combinational mathematical model of the dynamics of blood glucose-insulin regulation in the blood system.

The simulation results demonstrate that the improved PID algorithm can perform well in different carbohydrate ingestion and different insulin sensitivity situations.

Compared with the traditional PID algorithm, the control performance is improved obviously and hypoglycemia can be avoided.

To verify the effectiveness of the proposed control algorithm, in silico testing is done using the UVa/Padova virtual patient software.

نمط استشهاد جمعية علماء النفس الأمريكية (APA)

Hu, Ruiqiang& Li, Chengwei. 2015. An Improved PID Algorithm Based on Insulin-on-Board Estimate for Blood Glucose Control with Type 1 Diabetes. Computational and Mathematical Methods in Medicine،Vol. 2015, no. 2015, pp.1-8.
https://search.emarefa.net/detail/BIM-1057853

نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)

Hu, Ruiqiang& Li, Chengwei. An Improved PID Algorithm Based on Insulin-on-Board Estimate for Blood Glucose Control with Type 1 Diabetes. Computational and Mathematical Methods in Medicine No. 2015 (2015), pp.1-8.
https://search.emarefa.net/detail/BIM-1057853

نمط استشهاد الجمعية الطبية الأمريكية (AMA)

Hu, Ruiqiang& Li, Chengwei. An Improved PID Algorithm Based on Insulin-on-Board Estimate for Blood Glucose Control with Type 1 Diabetes. Computational and Mathematical Methods in Medicine. 2015. Vol. 2015, no. 2015, pp.1-8.
https://search.emarefa.net/detail/BIM-1057853

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references

رقم السجل

BIM-1057853