دورية أكاديمية
Development of a Linear Model of Diabetes Mellitus with a PID Controller and a Method for Automatic Adjustment of the PID Controller
| العنوان: | Development of a Linear Model of Diabetes Mellitus with a PID Controller and a Method for Automatic Adjustment of the PID Controller |
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| المؤلفون: | Andrikov D.A., Kurbanov S.V. |
| المصدر: | Lecture Notes in Networks and Systems |
| بيانات النشر: | Springer Science and Business Media Deutschland GmbH |
| المجموعة: | RUDN University Open Repository (RUOR) |
| مصطلحات موضوعية: | Automatic control system, Diabetes mellitus, Insulin pump, Insulin–glucose interaction models, Linearization, Parameter setting, PID controller |
| الوصف: | The design of a linear control system of blood sugar level is considered. Currently, the trend of using individual portable regulatory systems to maintain optimal blood sugar levels prevails. We analyze differences in the quality of life of a patient with diabetes and a healthy person and control and normalize the blood sugar level of the patient. A review of mathematical models of diabetes mellitus is presented, and the choice of a mathematical model for the development of an automatic control system for an insulin pump is justified. The linearization of the existing nonlinear model was performed, and the adequacy of the linearized model was verified and confirmed. The choice of the PID controller and the CHR method of its adjustment is justified. The model of the patient with the controller is constructed, and the algorithm of automatic adjustment of parameters of the PID controller is developed and implemented. The directions of continuing work on the problem of regulation in the system under study are proposed. © 2022, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. |
| نوع الوثيقة: | article in journal/newspaper |
| اللغة: | English |
| العلاقة: | https://doi.org/10.1007/978-981-16-6309-3_5Test; https://repository.rudn.ru/records/article/record/84310Test/ |
| الإتاحة: | https://doi.org/10.1007/978-981-16-6309-3_5Test https://repository.rudn.ru/records/article/record/84310Test/ |
| رقم الانضمام: | edsbas.2506E558 |
| قاعدة البيانات: | BASE |
| الوصف غير متاح. |