Title :
Robust Blood-Glucose Control using Mathematica
Author :
Kovacs, Levente ; Palancz, Bela ; Benyo, Balazs ; Torok, Laszlo ; Benyo, Zoltan
Author_Institution :
Dept. of Control Eng. & Inf. Technol., Budapest Univ. of Technol. & Econ.
fDate :
Aug. 30 2006-Sept. 3 2006
Abstract :
A robust control design on frequency domain using Mathematica is presented for regularization of glucose level in type I diabetes persons under intensive care. The method originally proposed under Mathematica by Helton and Merino, now with an improved disturbance rejection constraint inequality - is employed, using a three-state minimal patient model. The robustness of the resulted high-order linear controller is demonstrated by nonlinear closed loop simulation in state-space, in case of standard meal disturbances and is compared with Hinfin design implemented with the mu-toolbox of Matlab. The controller designed with model parameters represented the most favorable plant dynamics from the point of view of control purposes, can operate properly even in case of parameter values of the worst-case scenario
Keywords :
Hinfin control; biochemistry; blood; closed loop systems; diseases; frequency-domain analysis; mathematics computing; medical computing; medical control systems; nonlinear control systems; organic compounds; Hinfin design; Mathematica; Matlab; blood-glucose control; control design; disturbance rejection constraint inequality; frequency domain; glucose level regularization; high-order linear controller; mu-toolbox; nonlinear closed loop simulation; plant dynamics; state-space simulation; three-state minimal patient model; type I diabetes; Biological system modeling; Cities and towns; Control engineering; Control system synthesis; Diabetes; Frequency domain analysis; Information technology; Mathematical model; Robust control; Sugar;
Conference_Titel :
Engineering in Medicine and Biology Society, 2006. EMBS '06. 28th Annual International Conference of the IEEE
Conference_Location :
New York, NY
Print_ISBN :
1-4244-0032-5
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2006.259916