Higher Order Sliding Mode Control for Blood Glucose Regulation of Type 1 Diabetic Patients
| العنوان: | Higher Order Sliding Mode Control for Blood Glucose Regulation of Type 1 Diabetic Patients |
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| المؤلفون: | Mounir Djouima, Ahmad Taher Azar, Said Drid, Driss Mehdi |
| المساهمون: | Laboratoire d'Informatique et d'Automatique pour les Systèmes (LIAS), Université de Poitiers-ENSMA |
| المصدر: | System Dynamics Applications System Dynamics Applications, 2018, 7 (1), ⟨10.4018/IJSDA.2018010104⟩ |
| بيانات النشر: | IGI Global, 2018. |
| سنة النشر: | 2018 |
| مصطلحات موضوعية: | 0209 industrial biotechnology, 020901 industrial engineering & automation, Order (business), business.industry, Control theory, 0206 medical engineering, Medicine, [INFO]Computer Science [cs], Blood sugar regulation, 02 engineering and technology, business, 020601 biomedical engineering, Sliding mode control |
| الوصف: | Type 1 diabetes mellitus (T1DM) treatment depends on the delivery of exogenous insulin to obtain near normal glucose levels. This article proposes a method for blood glucose level regulation in type 1 diabetics. The control strategy is based on comparing the first order sliding mode control (FOSMC) with a higher order SMC based on the super twisting control algorithm. The higher order sliding mode is used to overcome chattering, which can induce some undesirable and harmful phenomena for human health. In order to test the controller in silico experiments, Bergman's minimal model is used for studying the dynamic behavior of the glucose and insulin inside human body. Simulation results are presented to validate the effectiveness and the good performance of this control technique. The obtained results clearly reveal improved performance of the proposed higher order SMC in regulating the blood glucose level within the normal glycemic range in terms of accuracy and robustness. |
| تدمد: | 2160-9799 2160-9772 |
| URL الوصول: | https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d091b1639f5f1ac012fe1c3db9542d8a https://doi.org/10.4018/ijsda.2018010104 |
| رقم الأكسشن: | edsair.doi.dedup.....d091b1639f5f1ac012fe1c3db9542d8a |
| قاعدة البيانات: | OpenAIRE |
| تدمد: | 21609799 21609772 |
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