Please use this identifier to cite or link to this item: http://hdl.handle.net/10603/427356
Title: A cost effective optimal blood glucose control algorithm for type 1 diabetes
Researcher: Anchana p belmon
Guide(s): Jeraldin auxillia, D
Keywords: Engineering and Technology
Engineering
Engineering Electrical and Electronic
diabetes
optimal blood glucose
University: Anna University
Completed Date: 2021
Abstract: Artificial Pancreas (AP) is the holy grail in the treatment of diabetes. The Artificial Pancreas closed loop systems are medical devices externally worn to enable type 1 diabetes to regulate blood glucose in an automated way. Type 1 Diabetes is an auto immunological attack that stops the formation of insulin in the human body. The main aim of the research is to make modification in artificial pancreas system leading to compact hardware equipment and reduced cost. The proposed interior insulin- controlled minimal patient model utilizes physical, logical and mathematical information from diabetic patients that occurs day today life. It mainly focuses on drastic changes in the glucose insulin interaction with insulin sensitivity. The model closely resembles Bergman s minimal model with an aim to predict glucose and insulin dynamics, and to describe the transport of insulin. The model tackles all external and internal impacts of insulin with glucose-absorption parameters in kidney, lungs, brain , liver, intestine, interstitial cells and tissues. newlineThe Mean absolute percentage error and the Root mean square percentage error are calculated and found to be less compared with the existing models. The control algorithm aims to achieve stability, minimum disturbance and least mean square error with less hardware resource. We prominently includes control algorithms as Proportional - Integral-Derivative (PID), Pseudo-PID (PPID) with tuning methods like direct synthesis (DS), Internal model Control (IMC) and Lambda - based (LB)tuning methods with all showing promising results. The advanced parallel controllers also guarantee robustness and stability newline
Pagination: xxv, 165p.
URI: http://hdl.handle.net/10603/427356
Appears in Departments:Faculty of Information and Communication Engineering

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01_title.pdfAttached File28.35 kBAdobe PDFView/Open
02_prelim pages.pdf1.43 MBAdobe PDFView/Open
03_content.pdf346.84 kBAdobe PDFView/Open
04_abstract.pdf231.65 kBAdobe PDFView/Open
05_chapter 1.pdf699.31 kBAdobe PDFView/Open
06_chapter 2.pdf866.01 kBAdobe PDFView/Open
07_chapter 3.pdf1.11 MBAdobe PDFView/Open
08_chapter 4.pdf833.84 kBAdobe PDFView/Open
09_chapter 5.pdf315.75 kBAdobe PDFView/Open
10_annexures.pdf227 kBAdobe PDFView/Open
80_recommendation.pdf100.95 kBAdobe PDFView/Open
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