Closed-Loop Blood Glucose Control Using Dual Subcutaneous Infusion of Insulin and Glucagon Based on Switching PID Controller

被引:0
作者
Gao, Xiaoteng [1 ]
Wang, Youqing [1 ]
机构
[1] Beijing Univ Chem Technol, Coll Informat Sci & Technol, Beijing, Peoples R China
来源
PROCEEDINGS OF THE 10TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA 2012) | 2012年
基金
国家教育部博士点专项基金资助;
关键词
switching control; IMC-PID; hypoglycaemia; switching rule; glucose management; MODEL-PREDICTIVE CONTROL;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Glucose management is an important clinical task for diabetic patients, and intensive insulin therapy is widely considered a promising way for the glucose management. However, the intensive insulin therapy has one potential risk: hypoglycemia, but there is no antagonist to compensate hypoglycaemia in the intensive insulin therapy. Dual infusion of insulin and glucagon can overcome this shortcoming. In this paper, a switching control algorithm was proposed to design and optimize the insulin and glucagon infusion rates simultaneously, and this algorithm has been implemented in a virtual type 1 diabetic subject. The in silico results demonstrate that the proposed algorithm can reduce hypoglycaemia significantly.
引用
收藏
页码:5023 / 5029
页数:7
相关论文
共 17 条
[1]   Multiple Lyapunov functions and other analysis tools for switched and hybrid systems [J].
Branicky, MS .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1998, 43 (04) :475-482
[2]   Preventing Hypoglycemia Using Predictive Alarm Algorithms and Insulin Pump Suspension [J].
Buckingham, Bruce ;
Cobry, Erin ;
Clinton, Paula ;
Gage, Victoria ;
Caswell, Kimberly ;
Kunselman, Elizabeth ;
Cameron, Fraser ;
Chase, H. Peter .
DIABETES TECHNOLOGY & THERAPEUTICS, 2009, 11 (02) :93-97
[3]  
El-Khatib Firas H, 2007, J Diabetes Sci Technol, V1, P181
[4]  
El-Khatib Firas H, 2009, J Diabetes Sci Technol, V3, P789
[5]   A Bihormonal Closed-Loop Artificial Pancreas for Type 1 Diabetes [J].
El-Khatib, Firas H. ;
Russell, Steven J. ;
Nathan, David M. ;
Sutherlin, Robert G. ;
Damiano, Edward R. .
SCIENCE TRANSLATIONAL MEDICINE, 2010, 2 (27) :27ra27
[6]  
Guisheng Zhai, 2007, 16th IEEE International Conference on Control Applications. Part of IEEE Multi-conference on Systems and Control, P226
[7]   Nonlinear model predictive control of glucose concentration in subjects with type 1 diabetes [J].
Hovorka, R ;
Canonico, V ;
Chassin, LJ ;
Haueter, U ;
Massi-Benedetti, M ;
Federici, MO ;
Pieber, TR ;
Schaller, HC ;
Schaupp, L ;
Vering, T ;
Wilinska, ME .
PHYSIOLOGICAL MEASUREMENT, 2004, 25 (04) :905-920
[8]   Symmetrization of the blood glucose measurement scale and its applications [J].
Kovatchev, BP ;
Cox, DJ ;
GonderFrederick, LA ;
Clarke, W .
DIABETES CARE, 1997, 20 (11) :1655-1658
[9]   Basic problems in stability and design of switched systems [J].
Liberzon, D ;
Morse, AS .
IEEE CONTROL SYSTEMS MAGAZINE, 1999, 19 (05) :59-70
[10]   Stability and Stabilizability of Switched Linear Systems: A Survey of Recent Results [J].
Lin, Hai ;
Antsaklis, Panos J. .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2009, 54 (02) :308-322