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 language | English |
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Title of host publication | Proceedings of 2011 International Conference on Process Automation, Control and Computing, PACC 2011 |
DOIs | |
Publication status | Published - 2011 |
Event | 2011 International Conference on Process Automation, Control and Computing, PACC 2011 - Coimbatore, India Duration: 20-07-2011 → 22-07-2011 |
Conference
Conference | 2011 International Conference on Process Automation, Control and Computing, PACC 2011 |
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Country/Territory | India |
City | Coimbatore |
Period | 20-07-11 → 22-07-11 |
All Science Journal Classification (ASJC) codes
- Artificial Intelligence
- Control and Systems Engineering