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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Al-Khwarizmi College of Engineering – University of Baghdad
2011-12-01
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Online Access: | http://alkej.uobaghdad.edu.iq/index.php/alkej/article/view/80 |
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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 |
_version_ |
1725180684808486912 |