Robust servo control of a novel type 1 diabetic model

Robust servo control of a novel type 1 diabetic model

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Article ID: iaor201112211
Volume: 32
Issue: 2
Start Page Number: 215
End Page Number: 238
Publication Date: Mar 2011
Journal: Optimal Control Applications and Methods
Authors: , , ,
Keywords: control, programming: dynamic
Abstract:

Robust servo control of a model-based biomedical application is presented in the article. The glucose–insulin control of type 1 diabetic patients is considered to be solved using the results of post-modern robust control principles. The paper uses a recently published glucose–insulin model and presents the transformation of the model to describe the dynamics of type 1 diabetes mellitus. The nonlinear plant is then linearized at a given steady state point. In order to characterize the uncertainty around the nominal model in frequency domain, a parametric nonlinear model sensitivity analysis is performed using gridding method. The aim of the paper is to underline the viability of the robust servo, linear -control algorithm tested in highly nonlinear closed-loop simulation environment. Using two degree-of-freedom robust controller, the structured singular value of the closed-loop is designed to fulfill the robust performance requirements and assure glucose level control. Glucose level tracking is ensured under simulated and realistic exogenous meal disturbances.

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