Litcius/Paper detail

Controller design for a fractional-order nonlinear glucose-insulin system using feedback linearization

Muhammad Waleed Khan, Muhammad Abid, Abdul Qayyum Khan, Ghulam Mustafa

2020Transactions of the Institute of Measurement and Control17 citationsDOI

Abstract

In this paper, the system of glucose regulation in a human body is discussed. Nonlinear Bergman’s minimal model representing this system is taken, and converted to fractional-order model using the Caputo definition. After that, method of feedback linearization is put forward for fractional-order nonlinear systems, and then applied to design observer based controller for an artificial pancreas for a patient with diabetes. Using FOTF toolbox in MATLAB, the designed controller, observer, and the system are simulated. Using simulation results, it is shown that the designed controller and observer are stable, and the desired level of glucose concentration is being tracked faithfully.

Topics & Concepts

Control theory (sociology)Observer (physics)Nonlinear systemFeedback linearizationLinearizationFractional-order systemController (irrigation)MATLABSeparation principleControl engineeringArtificial pancreasComputer scienceFractional calculusMathematicsEngineeringState observerControl (management)Applied mathematicsArtificial intelligenceDiabetes mellitusPhysicsOperating systemType 1 diabetesAgronomyMedicineQuantum mechanicsEndocrinologyBiologyAdvanced Control Systems DesignDiabetes Management and ResearchPancreatic function and diabetes
Controller design for a fractional-order nonlinear glucose-insulin system using feedback linearization | Litcius