Type-l Fuzzy Controller for Blood Glucose Regulation in Type-l Diabetic Patients

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Authors
Thakur, Priyanka
Pillay, Yrithu
Watkins, John Michael
Sawan, M. Edwin
Advisors
Issue Date
2024
Type
Conference paper
Keywords
Artificial pancreas , Blood glucose regulation , Fuzzy logic , Mamdani fuzzy logic
Research Projects
Organizational Units
Journal Issue
Citation
Thakur, P., Pillay, Y.T., Watkins, J., Sawan, E. Type-l Fuzzy Controller for Blood Glucose Regulation in Type-l Diabetic Patients. (2024). Conference Proceedings - IEEE SOUTHEASTCON, pp. 1205-1209. DOI: 10.1109/SoutheastCon52093.2024.10500181
Abstract

Maintaining blood glucose levels in a safe range is crucial for the overall health of a person, as it directly impacts energy production and cellular function. Stable blood glucose levels contribute to cognitive function, sustained energy, and the prevention of cardiovascular and neurological complications. This paper focuses on regulating blood glucose levels and maintaining them in the safe range of 70 to 180 mg/dL using a closed-loop control strategy with a Mamdani Type-I fuzzy logic system. The effectiveness of the proposed controller was tested on three test scenarios. The results showed that it performed well in every case. The simulated results are presented and discussed. © 2024 IEEE.

Table of Contents
Description
Publisher
Institute of Electrical and Electronics Engineers Inc.
Journal
Conference Proceedings - IEEE SOUTHEASTCON
Book Title
Series
2024 IEEE SoutheastCon, SoutheastCon 2024
15 March 2024 through 24 March 2024
PubMed ID
ISSN
1091-0050
EISSN