Robust servo control of a novel type 1 diabetic model

被引:19
作者
Kovacs, L. [1 ]
Kulcsar, B. [2 ]
Gyorgy, A. [1 ]
Benyo, Z. [1 ]
机构
[1] Budapest Univ Technol & Econ, Dept Control Engn & Informat Technol, H-1117 Budapest, Hungary
[2] Chalmers Univ Technol, Dept Signals & Syst, SE-41296 Gothenburg, Sweden
关键词
type; 1; diabetes; robust control; mu-synthesis; glucose tracking; uncertainty; BLOOD-GLUCOSE CONTROL; INSULIN SENSITIVITY; CONTROL DESIGN; MELLITUS; SYSTEM; TOLERANCE; ALGORITHM; DELIVERY;
D O I
10.1002/oca.963
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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 mu-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. Copyright (C) 2010 John Wiley & Sons, Ltd.
引用
收藏
页码:215 / 238
页数:24
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