Design of artificial pancreas based on HGAPSO-FOPID control algorithm
by Akshaya Kumar Patra; Anuja Nanda
International Journal of Biomedical Engineering and Technology (IJBET), Vol. 42, No. 3, 2023

Abstract: This manuscript presents the design of hybrid genetic algorithm-particle swarm optimisation-fractional order proportional integral derivative (HGAPSO-FOPID) controller to inject the optimal dose of insulin through the artificial pancreases (AP) for blood glucose (BG) regulation in Type-I diabetes mellitus (TIDM) patients. In this strategy, the controller parameters are tuned based on the HGAPSO technique for better control execution. The productivity of the HGAPSO-FOPID controller as to accuracy, robustness and stability is tested by use of MATLAB and SIMULINK. The procured outputs reveal the better implementation of HGAPSO-FOPID controller to regulate the BG level within the range of normo-glycaemia (70-120 mg/dl). The justification of improved control execution of the proposed controller is revealed by the relative result examination with other well-known control techniques.

Online publication date: Fri, 28-Jul-2023

The full text of this article is only available to individual subscribers or to users at subscribing institutions.

 
Existing subscribers:
Go to Inderscience Online Journals to access the Full Text of this article.

Pay per view:
If you are not a subscriber and you just want to read the full contents of this article, buy online access here.

Complimentary Subscribers, Editors or Members of the Editorial Board of the International Journal of Biomedical Engineering and Technology (IJBET):
Login with your Inderscience username and password:

Username:        Password:          Forgotten your password?

Want to subscribe?
A subscription gives you complete access to all articles in the current issue, as well as to all articles in the previous three years (where applicable). See our Orders page to subscribe.

If you still need assistance, please email subs@inderscience.com