Modelling and optimisation of blood glucose control for type 1 diabetes using multi-parametric programming and model-based predictive control (mp-MPC) / Associate Professor Dr Ayub Md. Som

• Main Author: Md. Som, Ayub
• Format: Monograph
• Language: English
• Published: Faculty of Chemical Engineering 2014
• Subjects: Back propagation (Artificial intelligence); RC Internal Medicine
• Online Access: https://ir.uitm.edu.my/id/eprint/70412/1/70412.pdf; https://ir.uitm.edu.my/id/eprint/70412/

This research attempts to develop a new control algorithm to regulate the blood glucose level (BGL) for Type 1 Diabetes. In doing so, Multi-Parametric Programming technique is used to develop the computer algorithm; whereas Model-Based Predictive Control (MPC) is adopted for the design of the contro...