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Model Predictive Controller Design based on the Laguerre Functions for Blood Glucose Regulation in TIDM Patient
During the past few decades, optimal control of blood glucose (BG) level with adequate feedback loop has been of ample importance for type-I diabetes mellitus (TIDM) patients as far as an artificial pancreas realization is concerned. Now-a-days, in addition to the BG control, the design of the micro-insulin dispenser (MID) with a robust control algorithm to regulate the other chronic clinical disorders based on prolonged medications is also quite indispensable. A novel model predictive controller with Laguerre Functions (MPC/LF) has been proposed in this current work to solve the aforementioned problem. For the estimation of the MPC/LF parameters, a ninth order linearized structure of the TIDM patient with MID is taken. The productivity of the MPC/LF as to accuracy, robustness and stability has been checked through simulation. The acquired outputs expose the better execution of MPC/LF to control the BG level inside the normo-glycaemic extend (70–120 mg/dl). The validation of upgrading control execution of MPC/LF is exhibited by the relative outcome investigation with other well-known control procedures.
Model Predictive Controller Design based on the Laguerre Functions for Blood Glucose Regulation in TIDM Patient
During the past few decades, optimal control of blood glucose (BG) level with adequate feedback loop has been of ample importance for type-I diabetes mellitus (TIDM) patients as far as an artificial pancreas realization is concerned. Now-a-days, in addition to the BG control, the design of the micro-insulin dispenser (MID) with a robust control algorithm to regulate the other chronic clinical disorders based on prolonged medications is also quite indispensable. A novel model predictive controller with Laguerre Functions (MPC/LF) has been proposed in this current work to solve the aforementioned problem. For the estimation of the MPC/LF parameters, a ninth order linearized structure of the TIDM patient with MID is taken. The productivity of the MPC/LF as to accuracy, robustness and stability has been checked through simulation. The acquired outputs expose the better execution of MPC/LF to control the BG level inside the normo-glycaemic extend (70–120 mg/dl). The validation of upgrading control execution of MPC/LF is exhibited by the relative outcome investigation with other well-known control procedures.
Model Predictive Controller Design based on the Laguerre Functions for Blood Glucose Regulation in TIDM Patient
J. Inst. Eng. India Ser. B
Patra, Akshaya Kumar (Autor:in) / Nanda, Anuja (Autor:in)
Journal of The Institution of Engineers (India): Series B ; 102 ; 237-248
01.04.2021
12 pages
Aufsatz (Zeitschrift)
Elektronische Ressource
Englisch
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