A feedforward-feedback glucose control strategy for type 1 diabetes mellitus

被引：71

作者：

Marchetti, Gianni ^{[3
]}

Barolo, Massimiliano ^{[3
]}

Jovanovic, Lois ^{[2
]}

Zisser, Howard ^{[2
]}

Seborg, Dale E. ^{[1
]}

机构：

[1] Univ Calif Santa Barbara, Dept Chem Engn, Santa Barbara, CA 93106 USA

[2] Sansum Diabret Res Inst, Santa Barbara, CA 93105 USA

[3] Univ Padua, Dept Chem Engn Principles & Practice, DIPIC, I-35131 Padua, Italy

来源：

JOURNAL OF PROCESS CONTROL | 2008年 / 18卷 / 02期

关键词：

diabetes; control; glucose;

D O I：

10.1016/j.jprocont.2007.07.008

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

As the "artificial pancreas" becomes closer to reality, automated insulin delivery based on real-time glucose measurements becomes feasible for people with diabetes. This paper is concerned with the development of novel feedforward-feedback control strategies for realtime glucose control and type I diabetes. Improved post-meal responses can be achieved by a pre-prandial snack or bolus, or by reducing the glucose setpoint prior to the meal. Several feedforward-feed back control strategies provide attractive alternatives to the standard meal insulin bolus and are evaluated in simulations using a physiological model. (c) 2007 Elsevier Ltd. All rights reserved.

引用

页码：149 / 162

页数：14

共 49 条

[31] Intensive diabetes treatment and cardiovascular disease in patients with type 1 diabetes [J].

Nathan, DM ;

Cleary, PA ;

Backlund, JYC ;

Genuth, SM ;

Lachin, JM ;

Orchard, TJ ;

Raskin, P ;

Zinman, B .

NEW ENGLAND JOURNAL OF MEDICINE, 2005, 353 (25) :2643-2653

[32]

PALERM CC, 2006, P IFAC INT S ADV CON, P521

[33] The intravenous route to blood glucose control [J].

Parker, RS ;

Doyle, FJ ;

Peppas, NA .

IEEE ENGINEERING IN MEDICINE AND BIOLOGY MAGAZINE, 2001, 20 (01) :65-73

[34] Robust H∞ glucose control in diabetes using a physiological model [J].

Parker, RS ;

Doyle, FJ ;

Ward, JH ;

Peppas, NA .

AICHE JOURNAL, 2000, 46 (12) :2537-2549

[35] A model-based algorithm for blood glucose control in type I diabetic patients [J].

Parker, RS ;

Doyle, FJ ;

Peppas, NA .

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1999, 46 (02) :148-157

[36]

Petersen M, 2003, DIABETES CARE, V26, P917

[37] Blood glucose control for type I diabetes mellitus:: A robust tracking H∞ problem [J].

Ruiz-Velázquez, E ;

Femat, R ;

Campos-Delgado, DU .

CONTROL ENGINEERING PRACTICE, 2004, 12 (09) :1179-1195

[38] On-line adaptive algorithm with glucose prediction capacity for subcutaneous closed loop control of glucose: evaluation under fasting conditions in patients with Type 1 diabetes [J].

Schaller, HC ;

Schaupp, L ;

Bodenlenz, M ;

Wilinska, ME ;

Chassin, LJ ;

Wach, P ;

Vering, T ;

Hovorka, R ;

Pieber, TR .

DIABETIC MEDICINE, 2006, 23 (01) :90-93

[39]

Seborg D. E., 2016, Process Dynamics and Control, V4th

[40] THE EFFECT OF INTENSIVE TREATMENT OF DIABETES ON THE DEVELOPMENT AND PROGRESSION OF LONG-TERM COMPLICATIONS IN INSULIN-DEPENDENT DIABETES-MELLITUS [J].

SHAMOON, H ;

DUFFY, H ;

FLEISCHER, N ;

ENGEL, S ;

SAENGER, P ;

STRELZYN, M ;

LITWAK, M ;

WYLIEROSETT, J ;

FARKASH, A ;

GEIGER, D ;

ENGEL, H ;

FLEISCHMAN, J ;

POMPI, D ;

GINSBERG, N ;

GLOVER, M ;

BRISMAN, M ;

WALKER, E ;

THOMASHUNIS, A ;

GONZALEZ, J ;

GENUTH, S ;

BROWN, E ;

DAHMS, W ;

PUGSLEY, P ;

MAYER, L ;

KERR, D ;

LANDAU, B ;

SINGERMAN, L ;

RICE, T ;

NOVAK, M ;

SMITHBREWER, S ;

MCCONNELL, J ;

DROTAR, D ;

WOODS, D ;

KATIRGI, B ;

LITVENE, M ;

BROWN, C ;

LUSK, M ;

CAMPBELL, R ;

LACKAYE, M ;

RICHARDSON, M ;

LEVY, B ;

CHANG, S ;

HEINHEINEMANN, M ;

BARRON, S ;

ASTOR, L ;

LEBECK, D ;

BRILLON, D ;

DIAMOND, B ;

VASILASDWOSKIN, A ;

LAURENZI, B .

NEW ENGLAND JOURNAL OF MEDICINE, 1993, 329 (14) :977-986

← 1 2 3 4 5 →