Mechanical Engineering Department, Faculty of Engineering, Fasa University, Fasa, Iran.
IET Syst Biol. 2021 Aug;15(6):173-183. doi: 10.1049/syb2.12032. Epub 2021 Jul 8.
Diabetes mellitus type 1 occurs when cells in the pancreas are destroyed by the immune system. As a result, the pancreas cannot produce adequate insulin, and the glucose enters the cells to produce energy. To elevate the glycaemic concentration, sufficient amount of insulin should be taken orally or injected into the human body. Artificial pancreas is a device that automatically regulates the level of body insulin by injecting the requisite amount of insulin into the human body. A finite-time robust feedback controller based on the Extended Bergman Minimal Model is designed here. The controller is designed utilizing the backstepping approach and is robust against the unknown external disturbance and parametric uncertainties. The stability of the system is proved using the Lyapunov theorem. The controller is exponentially stable and hence provides the finite-time convergence of the blood glucose concentration to its desired magnitude. The effectiveness of the proposed control method is shown through simulation in MATLAB/Simulink environment via comparisons with previous studies.
1 型糖尿病是由于胰腺中的 细胞被免疫系统破坏而引起的。结果,胰腺无法产生足够的胰岛素,葡萄糖进入细胞以产生能量。为了提高血糖浓度,应该口服或注射足够量的胰岛素。人工胰腺是一种通过向人体注射适量胰岛素来自动调节体内胰岛素水平的装置。这里设计了一种基于扩展 Bergman 最小模型的有限时间鲁棒反馈控制器。该控制器采用反推方法设计,对未知外部干扰和参数不确定性具有鲁棒性。利用 Lyapunov 定理证明了系统的稳定性。控制器是指数稳定的,因此可以使血糖浓度在有限时间内收敛到期望的大小。通过与以前的研究进行比较,在 MATLAB/Simulink 环境中通过仿真展示了所提出的控制方法的有效性。