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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Al-Khwarizmi College of Engineering – University of Baghdad
2011
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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) |
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Type I diabetes Backstepping Bergmans model oral glucose tolerance test. Chemical engineering TP155-156 Engineering (General). Civil engineering (General) TA1-2040 |
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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 |
_version_ |
1718403372248203264 |