Control of blood glucose concentration in type I diabetic patients

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Abstract

As the "artificial pancreas" becomes closer to reality, automated insulin delivery based on real-time glucose measurements becomes feasible for people with diabetes. This paper employs a new approach to regulate the blood glucose level of type I diabetic patient under an intensive insulin treatment. The closed-loop control scheme incorporates the design of robust H∞ controller to maintain the normoglycemic average of 80 mg/dl. Due to cost and complexity involved in testing the control algorithms to real patients, studies are done using a Type I diabetic patient model. Controller performance is assessed in terms of its ability to reject the effect of meal disturbance and to overcome the variability in the glucoseinsulin dynamics from patient to patient. Computer simulations are used to evaluate the effectiveness of the proposed technique and to show its superiority in controlling hyperglycemia over other existing algorithms.

Original languageEnglish
Title of host publicationProceedings of 2011 International Conference on Process Automation, Control and Computing, PACC 2011
DOIs
Publication statusPublished - 2011
Event2011 International Conference on Process Automation, Control and Computing, PACC 2011 - Coimbatore, India
Duration: 20-07-201122-07-2011

Conference

Conference2011 International Conference on Process Automation, Control and Computing, PACC 2011
CountryIndia
CityCoimbatore
Period20-07-1122-07-11

Fingerprint

Insulin
Glucose
Blood
Controllers
Medical problems
Computer simulation
Testing
Costs

All Science Journal Classification (ASJC) codes

  • Artificial Intelligence
  • Control and Systems Engineering

Cite this

Kamath, S. (2011). Control of blood glucose concentration in type I diabetic patients. In Proceedings of 2011 International Conference on Process Automation, Control and Computing, PACC 2011 [5979042] https://doi.org/10.1109/PACC.2011.5979042
Kamath, Surekha. / Control of blood glucose concentration in type I diabetic patients. Proceedings of 2011 International Conference on Process Automation, Control and Computing, PACC 2011. 2011.
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Kamath, S 2011, Control of blood glucose concentration in type I diabetic patients. in Proceedings of 2011 International Conference on Process Automation, Control and Computing, PACC 2011., 5979042, 2011 International Conference on Process Automation, Control and Computing, PACC 2011, Coimbatore, India, 20-07-11. https://doi.org/10.1109/PACC.2011.5979042

Control of blood glucose concentration in type I diabetic patients. / Kamath, Surekha.

Proceedings of 2011 International Conference on Process Automation, Control and Computing, PACC 2011. 2011. 5979042.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Kamath S. Control of blood glucose concentration in type I diabetic patients. In Proceedings of 2011 International Conference on Process Automation, Control and Computing, PACC 2011. 2011. 5979042 https://doi.org/10.1109/PACC.2011.5979042