Super Twisting Control Algorithm for Blood Glucose Regulation in Type 1 Diabetes Patients

被引:0
|
作者
Alam, Waqar [1 ]
Ali, Nihad [1 ]
Ahmad, Sayyar [2 ]
Iqbal, Jamshed [3 ,4 ]
机构
[1] COMSATS Inst Informat Technol, Dept Elect Engn, Islamabad, Pakistan
[2] GIK Inst Engn Sci & Technol, Fac Elect Engn, Swabi, Pakistan
[3] Univ Jeddah, Elect & Comp Engn Dept, Jeddah, Saudi Arabia
[4] FAST Natl Univ Comp & Emerging Sci, Dept Elect Engn, Islamabad, Pakistan
关键词
Type; 1; diabetes; Bergman minimal model; robust control; traditional SMC; super twisting SMC; external perturbation; CONTROL STRATEGY; PID CONTROLLER; CONTROL-SYSTEM; MODEL;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This is an increasing belief that consequences due to hyperglycemia can be mitigated using a close loop control system. This paper investigates a robust non-linear control approach based on sliding mode control (SMC) algorithm for type 1 diabetes patients. Bergman's minimal model have been used to analyse the behaviour of glucose and insulin dynamics in blood plasma inside human body. Control law based on super twisting SMC algorithm is formulated and simulated. Results demonstrated the performance and effectiveness of the proposed control scheme. Also the proposed control scheme is compared with traditional SMC on the basis of performance parameters in the presence of external disturbances. Results dictate that the proposed control law exhibits robustness and overperforms by demonstrating accurate trajectory tracking with relatively less control efforts and alleviating chattering.
引用
收藏
页码:298 / 303
页数:6
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