Tuning the fractional-order pid-controller for blood glucose level of diabetic patients

Iqbal M. Batiha; Jamal Oudetallah; Adel Ouannas; Abeer A. Al-Nana; Iqbal H. Jebril

Tuning the fractional-order pid-controller for blood glucose level of diabetic patients

Iqbal M. Batiha, Jamal Oudetallah, Adel Ouannas, Abeer A. Al-Nana, Iqbal H. Jebril

Research output: Contribution to journal › Article › peer-review

81 Scopus citations

Abstract

The conducted research aims to attain the optimal approach for a certain control unit, namely the Proportional-Integral-Derivative-controller (or simply PID-controller), which typically monitors the blood sugar level of a diabetic patient. This would be implemented through introducing a fractional-order PID-controller (or PIyDP-controller) instead of the already classical one. Two optimization algorithms, Particle Swarm Optimization (PSO) and Bacteria Foraging Optimization (BFO) algorithms, together with two different approximations, the Continued Fraction Expansion (CFE) and the Outstaloup's approaches, will be used to complete the design process. Several numerical comparisons will be performed to reach the best approach to meet the optimal needs of this industrial application.

Original language	English
Pages (from-to)	1-10
Number of pages	10
Journal	International Journal of Advances in Soft Computing and its Applications
Volume	13
Issue number	2
State	Published - 2021
Externally published	Yes

Keywords

Blood Glucose
Continued fractional expansion approach
Diabetic patients
Laplacian operator
Oustaloup’s approach
PIyDP -controller

Cite this

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title = "Tuning the fractional-order pid-controller for blood glucose level of diabetic patients",

abstract = "The conducted research aims to attain the optimal approach for a certain control unit, namely the Proportional-Integral-Derivative-controller (or simply PID-controller), which typically monitors the blood sugar level of a diabetic patient. This would be implemented through introducing a fractional-order PID-controller (or PIyDP-controller) instead of the already classical one. Two optimization algorithms, Particle Swarm Optimization (PSO) and Bacteria Foraging Optimization (BFO) algorithms, together with two different approximations, the Continued Fraction Expansion (CFE) and the Outstaloup's approaches, will be used to complete the design process. Several numerical comparisons will be performed to reach the best approach to meet the optimal needs of this industrial application.",

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AU - Batiha, Iqbal M.

AU - Oudetallah, Jamal

AU - Ouannas, Adel

AU - Al-Nana, Abeer A.

AU - Jebril, Iqbal H.

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N2 - The conducted research aims to attain the optimal approach for a certain control unit, namely the Proportional-Integral-Derivative-controller (or simply PID-controller), which typically monitors the blood sugar level of a diabetic patient. This would be implemented through introducing a fractional-order PID-controller (or PIyDP-controller) instead of the already classical one. Two optimization algorithms, Particle Swarm Optimization (PSO) and Bacteria Foraging Optimization (BFO) algorithms, together with two different approximations, the Continued Fraction Expansion (CFE) and the Outstaloup's approaches, will be used to complete the design process. Several numerical comparisons will be performed to reach the best approach to meet the optimal needs of this industrial application.

AB - The conducted research aims to attain the optimal approach for a certain control unit, namely the Proportional-Integral-Derivative-controller (or simply PID-controller), which typically monitors the blood sugar level of a diabetic patient. This would be implemented through introducing a fractional-order PID-controller (or PIyDP-controller) instead of the already classical one. Two optimization algorithms, Particle Swarm Optimization (PSO) and Bacteria Foraging Optimization (BFO) algorithms, together with two different approximations, the Continued Fraction Expansion (CFE) and the Outstaloup's approaches, will be used to complete the design process. Several numerical comparisons will be performed to reach the best approach to meet the optimal needs of this industrial application.

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KW - Continued fractional expansion approach

KW - Diabetic patients

KW - Laplacian operator

KW - Oustaloup’s approach

KW - PIyDP -controller

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Tuning the fractional-order pid-controller for blood glucose level of diabetic patients

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Keywords

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