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 (t...

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Autores principales: ShaimaMahmou Mahdi, Mina Qais Kadhum, Taghreed M. Mohammad Ridha
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Lenguaje:EN
Publicado: Al-Khwarizmi College of Engineering – University of Baghdad 2011
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Acceso en línea:https://doaj.org/article/27251f4e56774407861e55090fc8806b
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spelling oai:doaj.org-article:27251f4e56774407861e55090fc8806b2021-12-02T01:00:26ZBack stepping-Based-PID-Controller Designed for an Artificial Pancreas model1818-1171https://doaj.org/article/27251f4e56774407861e55090fc8806b2011-01-01T00:00:00Zhttp://www.iasj.net/iasj?func=fulltext&aId=2193https://doaj.org/toc/1818-1171Artificial 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 Bergmans 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 glucoseShaimaMahmou MahdiMina Qais KadhumTaghreed M. Mohammad RidhaAl-Khwarizmi College of Engineering – University of BaghdadarticleType I diabetesBacksteppingBergmans modeloral glucose tolerance test.Chemical engineeringTP155-156Engineering (General). Civil engineering (General)TA1-2040ENAl-Khawarizmi Engineering Journal, Vol 7, Iss 4, Pp 54-60 (2011)
institution DOAJ
collection DOAJ
language EN
topic Type I diabetes
Backstepping
Bergmans model
oral glucose tolerance test.
Chemical engineering
TP155-156
Engineering (General). Civil engineering (General)
TA1-2040
spellingShingle Type I diabetes
Backstepping
Bergmans model
oral glucose tolerance test.
Chemical engineering
TP155-156
Engineering (General). Civil engineering (General)
TA1-2040
ShaimaMahmou Mahdi
Mina Qais Kadhum
Taghreed M. Mohammad Ridha
Back stepping-Based-PID-Controller Designed for an Artificial Pancreas model
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 Bergmans 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
format article
author ShaimaMahmou Mahdi
Mina Qais Kadhum
Taghreed M. Mohammad Ridha
author_facet ShaimaMahmou Mahdi
Mina Qais Kadhum
Taghreed M. Mohammad Ridha
author_sort ShaimaMahmou Mahdi
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
publishDate 2011
url https://doaj.org/article/27251f4e56774407861e55090fc8806b
work_keys_str_mv AT shaimamahmoumahdi backsteppingbasedpidcontrollerdesignedforanartificialpancreasmodel
AT minaqaiskadhum backsteppingbasedpidcontrollerdesignedforanartificialpancreasmodel
AT taghreedmmohammadridha backsteppingbasedpidcontrollerdesignedforanartificialpancreasmodel
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