Back stepping-Based-PID-Controller Designed for an Artificial Pancreas model

Artificial pancreas is simulated to handle Type I diabetic patients under intensive care by automatically controlling the insulin infusion rate. A Backstepping technique is used to apply the effect of PID controller to blood glucose level since there is no direct relation between insulin infusion (...

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Main Authors: Taghreed M. Mohammad Ridha, Mina Qais Kadhum, Shaima Mahmou Mahdi
Format: Article
Language:English
Published: Al-Khwarizmi College of Engineering – University of Baghdad 2011-12-01
Series:Al-Khawarizmi Engineering Journal
Subjects:
Online Access:http://alkej.uobaghdad.edu.iq/index.php/alkej/article/view/80
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spelling doaj-c851237f41704eeab6163bdd17f394dd2020-11-25T01:08:57Zeng Al-Khwarizmi College of Engineering – University of BaghdadAl-Khawarizmi Engineering Journal1818-11712312-07892011-12-0174Back stepping-Based-PID-Controller Designed for an Artificial Pancreas modelTaghreed M. Mohammad Ridha0Mina Qais Kadhum1Shaima Mahmou Mahdi2Department of Control and Systems Engineering /University of TechnologyDepartment of Control and Systems Engineering /University of TechnologyDepartment of Control and Systems Engineering /University of Technology Artificial pancreas is simulated to handle Type I diabetic patients under intensive care by automatically controlling the insulin infusion rate. A Backstepping technique is used to apply the effect of PID controller to blood glucose level since there is no direct relation between insulin infusion (the manipulated variable) and glucose level in Bergman’s system model subjected to an oral glucose tolerance test by applying a meal translated into a disturbance. Backstepping technique is usually recommended to stabilize and control the states of Bergman's class of nonlinear systems. The results showed a very satisfactory behavior of glucose deviation to a sudden rise represented by the meal that increase the blood glucose     http://alkej.uobaghdad.edu.iq/index.php/alkej/article/view/80Keywords:-  Type I diabetes, Backstepping, Bergman’s model, oral glucose tolerance test.
collection DOAJ
language English
format Article
sources DOAJ
author Taghreed M. Mohammad Ridha
Mina Qais Kadhum
Shaima Mahmou Mahdi
spellingShingle Taghreed M. Mohammad Ridha
Mina Qais Kadhum
Shaima Mahmou Mahdi
Back stepping-Based-PID-Controller Designed for an Artificial Pancreas model
Al-Khawarizmi Engineering Journal
Keywords:-  Type I diabetes, Backstepping, Bergman’s model, oral glucose tolerance test.
author_facet Taghreed M. Mohammad Ridha
Mina Qais Kadhum
Shaima Mahmou Mahdi
author_sort Taghreed M. Mohammad Ridha
title Back stepping-Based-PID-Controller Designed for an Artificial Pancreas model
title_short Back stepping-Based-PID-Controller Designed for an Artificial Pancreas model
title_full Back stepping-Based-PID-Controller Designed for an Artificial Pancreas model
title_fullStr Back stepping-Based-PID-Controller Designed for an Artificial Pancreas model
title_full_unstemmed Back stepping-Based-PID-Controller Designed for an Artificial Pancreas model
title_sort back stepping-based-pid-controller designed for an artificial pancreas model
publisher Al-Khwarizmi College of Engineering – University of Baghdad
series Al-Khawarizmi Engineering Journal
issn 1818-1171
2312-0789
publishDate 2011-12-01
description Artificial pancreas is simulated to handle Type I diabetic patients under intensive care by automatically controlling the insulin infusion rate. A Backstepping technique is used to apply the effect of PID controller to blood glucose level since there is no direct relation between insulin infusion (the manipulated variable) and glucose level in Bergman’s system model subjected to an oral glucose tolerance test by applying a meal translated into a disturbance. Backstepping technique is usually recommended to stabilize and control the states of Bergman's class of nonlinear systems. The results showed a very satisfactory behavior of glucose deviation to a sudden rise represented by the meal that increase the blood glucose    
topic Keywords:-  Type I diabetes, Backstepping, Bergman’s model, oral glucose tolerance test.
url http://alkej.uobaghdad.edu.iq/index.php/alkej/article/view/80
work_keys_str_mv AT taghreedmmohammadridha backsteppingbasedpidcontrollerdesignedforanartificialpancreasmodel
AT minaqaiskadhum backsteppingbasedpidcontrollerdesignedforanartificialpancreasmodel
AT shaimamahmoumahdi backsteppingbasedpidcontrollerdesignedforanartificialpancreasmodel
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