Design and implementation of Model Predictive Controller for Type-I Diabetics

被引：4
|
作者：
Kumar, P. Satheesh [1 ]
Vinopraba, T. [1 ]
Sivakumaran, N. [1 ]
Raghavan, S. [2 ]
机构：
[1] Natl Inst Technol, Dept Instrumentat & Control Engn, Tiruchirappalli 620015, Tamil Nadu, India
[2] Natl Inst Technol, Dept Elect & Commun Engn, Tiruchirrappalli 620015, Tamil Nadu, India
来源：
INTERNATIONAL JOURNAL OF BIOMEDICAL ENGINEERING AND TECHNOLOGY | 2011年 / 6卷 / 04期
关键词：
blood glucose control; model predictive controller; Type I Diabetics;
D O I：
10.1504/IJBET.2011.041778
中图分类号：
R318 [生物医学工程];
学科分类号：
0831 ;
摘要：
Tight glucose control is most essential in diabetic management. An approach is developed based on Model Predictive Controller (MPC) to deliver insulin continuously to the patient through a closed-loop system. A real-time system is developed using Glucose sensor and 89c51 microcontroller. The system is tested both in simulation and in real time. A conventional Proportional-Integral-Derivative (PID) controller is designed and the performance is compared with that of MPC controller.
引用
收藏
页码：422 / 430
页数：9
相关论文
共 50 条
  • [1] Backstepping Model Predictive Controller for Blood Glucose Regulation in Type-I Diabetes Patient
    Patra, Akshaya Kumar
    Mishra, Alok Kumar
    Rout, Pravat Kumar
    [J]. IETE JOURNAL OF RESEARCH, 2020, 66 (03) : 326 - 340
  • [2] HYPOGLYCEMIA UNAWARENESS IN TYPE-I DIABETICS
    BACATSELOS, S
    KARAMITSOS, D
    KURTOGLU, G
    YIOVOS, J
    VYZANTIADIS, A
    [J]. DIABETOLOGIA, 1993, 36 : A151 - A151
  • [3] UROLOGICAL AND SEXUAL CHANGES IN TYPE-I DIABETICS
    GARCIA, H
    TAPIA, JC
    DELOSRIOS, MG
    [J]. REVISTA MEDICA DE CHILE, 1983, 111 (08) : A40 - A40
  • [4] Design and implementation of model predictive controller based on FPGA/SOPC
    Hu, Yunfeng
    Chen, Hong
    Liu, Mingxing
    Xu, Fang
    [J]. Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument, 2010, 31 (06): : 1241 - 1248
  • [5] CRITERIA FOR THE METABOLIC CONTROL OF TYPE-I DIABETICS
    HEINZE, E
    [J]. MONATSSCHRIFT KINDERHEILKUNDE, 1984, 132 (09) : 695 - 695
  • [6] Aqueous flare and albuminuria in type-I diabetics
    Blum, M
    Muller, UA
    Hoche, A
    Hunger-Dathe, W
    Stein, G
    Strobel, J
    [J]. KLINISCHE MONATSBLATTER FUR AUGENHEILKUNDE, 1998, 212 (02) : 80 - 83
  • [7] ANTIPYRINE DISPOSITION IN TYPE-I AND TYPE-II DIABETICS
    ZYSSET, T
    WIETHOLZ, H
    [J]. THERAPIE, 1988, 43 (02): : 158 - 158
  • [8] INFLUENCE OF SUNDAYS ON GLUCOSE BALANCE IN TYPE-I DIABETICS
    KOLOPP, M
    ZIEGLER, O
    GOT, I
    MEJEAN, L
    DROUIN, P
    [J]. DIABETES & METABOLISM, 1988, 14 (02): : 156 - 156
  • [9] OCCUPATIONAL REHABILITATION IN TYPE-I DIABETICS WITH SECONDARY COMPLICATIONS
    HUBER, W
    TREIBER, A
    [J]. ARBEITSMEDIZIN SOZIALMEDIZIN PRAVENTIVMEDIZIN, 1985, 20 (03): : 52 - 55
  • [10] IMMUNINTERVENTION STUDIES IN NEWLY DIAGNOSED TYPE-I DIABETICS
    STANDL, E
    LANDER, T
    GREULICH, B
    GERBITZ, KD
    BERTRAMS, J
    KOLB, H
    [J]. DIABETES, 1983, 32 : A151 - A151
12345