شماره ركورد كنفرانس :
4518
عنوان مقاله :
Blood Glucose Regulation for Patients withType-1 Diabetes Using Model Predictive Control
Author/Authors :
Hamed Abedini Najaf-abadi Department of Chemical and Petroleum Engineering- Sharif University of Technology, Tehran , Mohammad Shahrokhi Department of Chemical and Petroleum Engineering- Sharif University of Technology, Tehran
كليدواژه :
model predictive control , blood glucose , type 1 diabet
عنوان كنفرانس :
The 7th International Chemical Engineering Congress & Exhibition (IChEC 2011
چكيده لاتين :
In this article, linear and nonlinear model predictive controllers (MPC) have been used to regulate blood glucose of patients with type 1 diabetes. These controllers can reject any type of glycemic disturbance in an acceptable manner. Least squares method with covariance resetting has been used to identify linear and nonlinear models for the system. These models are used to predict the system output in the future and based on them linear and nonlinear MPC have been designed to regulate the blood glucose. Performance of these controllers tested and compared through computer simulation.
