A fuzzy controller for the closed loop control, by insulin infusion of glycaemia in type 1 diabetic patients is proposed. The controller uses type-2 fuzzy sets. The controller was tested in simulation using a complex nonlinear model of the glucose metabolism. Simulation results confirm the effectiveness and the robustness of the type-2 fuzzy logic controller. The design of the controller uses an optimization method based on genetic algorithms. This makes the type-2 fuzzy controller more efficient and faster than a fuzzy controller with type-1 fuzzy sets, allowing a more accurate control of the glucose in the blood.

Galluzzo, M., Cosenza, B. (2011). Non linear control of glycaemia in type 1 diabetic patients. In Chemical Engineering Transactions (pp.919-924).

Non linear control of glycaemia in type 1 diabetic patients

GALLUZZO, Mose';COSENZA, Bartolomeo
2011-01-01

Abstract

A fuzzy controller for the closed loop control, by insulin infusion of glycaemia in type 1 diabetic patients is proposed. The controller uses type-2 fuzzy sets. The controller was tested in simulation using a complex nonlinear model of the glucose metabolism. Simulation results confirm the effectiveness and the robustness of the type-2 fuzzy logic controller. The design of the controller uses an optimization method based on genetic algorithms. This makes the type-2 fuzzy controller more efficient and faster than a fuzzy controller with type-1 fuzzy sets, allowing a more accurate control of the glucose in the blood.
Settore ING-IND/26 - Teoria Dello Sviluppo Dei Processi Chimici
mag-2011
ICheaP10- 10th International Conference on Chemical and Process Engineering
Firenze
Maggio 2011
10
2011
6
Galluzzo, M., Cosenza, B. (2011). Non linear control of glycaemia in type 1 diabetic patients. In Chemical Engineering Transactions (pp.919-924).
Proceedings (atti dei congressi)
Galluzzo, M; Cosenza, B
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10447/57352
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