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Higher Order Sliding Mode Control for Blood Glucose Regulation of Type 1 Diabetic Patients

Higher Order Sliding Mode Control for Blood Glucose Regulation of Type 1 Diabetic Patients

Mounir Djouima, Ahmad Taher Azar, Saïd Drid, Driss Mehdi
Copyright: © 2018 |Volume: 7 |Issue: 1 |Pages: 20
ISSN: 2160-9772|EISSN: 2160-9799|EISBN13: 9781522546597|DOI: 10.4018/IJSDA.2018010104
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MLA

Djouima, Mounir, et al. "Higher Order Sliding Mode Control for Blood Glucose Regulation of Type 1 Diabetic Patients." IJSDA vol.7, no.1 2018: pp.65-84. http://doi.org/10.4018/IJSDA.2018010104

APA

Djouima, M., Azar, A. T., Drid, S., & Mehdi, D. (2018). Higher Order Sliding Mode Control for Blood Glucose Regulation of Type 1 Diabetic Patients. International Journal of System Dynamics Applications (IJSDA), 7(1), 65-84. http://doi.org/10.4018/IJSDA.2018010104

Chicago

Djouima, Mounir, et al. "Higher Order Sliding Mode Control for Blood Glucose Regulation of Type 1 Diabetic Patients," International Journal of System Dynamics Applications (IJSDA) 7, no.1: 65-84. http://doi.org/10.4018/IJSDA.2018010104

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Abstract

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.

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