Robust controller for artificial pancreas for patients with type-1 diabetes

被引:2
|
作者
Mandal S. [1 ]
Sutradhar A. [2 ]
机构
[1] Electrical Engineering Department, Aliah University, Salt Lake, Kolkata
[2] Electrical Engineering Department, Indian Institute of Engineering Science and Technology, Howrah
关键词
Blood glucose regulation; Glucose-insulin process; Multi-objective control; Robust control;
D O I
10.1007/s42600-023-00285-9
中图分类号
学科分类号
摘要
Purpose: The target of this paper is to design a simple and an efficient controller for artificial pancreas (AP) system for blood glucose (BG) regulation in type-1 diabetic mellitus (T1DM) patient. Bergman’s intravenous model is chosen for the controller design as the model is minimum ordered model of T1DM patient. Method: A multi-objective output feedback controller has been designed for AP system considering robustness, disturbance rejection, and transient criterion. Considering H ∞, pole-placement, and H 2 constraints, a control algorithm has been developed and has been solved using linear matrix inequality (LMI) technique. Result: As a testing platform of the intravenous model-based designed controller, UVa/Padova T1DM metabolic simulator has been chosen which uses subcutaneous insulin delivery method. The controller has been tested in the presence of unannounced meal disturbances. Experimental results show that the controller regulates BG level very efficiently with lesser amount of insulin and avoids hypoglycemia effect. In the presence of external noises like glucose sensor noise and insulin pump error, the robustness of the controller has been checked. The performance of the controller has been compared with compound internal model control (IMC) strategy reported earlier for same meal scenario. Conclusion: The designed multi-objective controller gives better performance metrices than compound IMC controller. © 2023, The Author(s), under exclusive licence to The Brazilian Society of Biomedical Engineering.
引用
收藏
页码:437 / 450
页数:13
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