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Design and Evaluation of a Robust PID Controller for a Fully Implantable Artificial Pancreas
Treatment of type 1 diabetes mellitus could be greatly improved by applying a closed-loop control strategy to insulin delivery, also known as an artificial pancreas (AP). In this work, we outline the design of a fully implantable AP using intraperitoneal (IP) insulin delivery and glucose sensing. Th...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Chemical
Society
2015
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4627627/ https://www.ncbi.nlm.nih.gov/pubmed/26538805 http://dx.doi.org/10.1021/acs.iecr.5b01237 |
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author | Huyett, Lauren M. Dassau, Eyal Zisser, Howard C. Doyle, Francis J. |
author_facet | Huyett, Lauren M. Dassau, Eyal Zisser, Howard C. Doyle, Francis J. |
author_sort | Huyett, Lauren M. |
collection | PubMed |
description | Treatment of type 1 diabetes mellitus could be greatly improved by applying a closed-loop control strategy to insulin delivery, also known as an artificial pancreas (AP). In this work, we outline the design of a fully implantable AP using intraperitoneal (IP) insulin delivery and glucose sensing. The design process utilizes the rapid glucose sensing and insulin action offered by the IP space to tune a PID controller with insulin feedback to provide safe and effective insulin delivery. The controller was tuned to meet robust performance and stability specifications. An anti-reset windup strategy was introduced to prevent dangerous undershoot toward hypoglycemia after a large meal disturbance. The final controller design achieved 78% of time within the tight glycemic range of 80–140 mg/dL, with no time spent in hypoglycemia. The next step is to test this controller design in an animal model to evaluate the in vivo performance. |
format | Online Article Text |
id | pubmed-4627627 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | American Chemical
Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-46276272015-11-02 Design and Evaluation of a Robust PID Controller for a Fully Implantable Artificial Pancreas Huyett, Lauren M. Dassau, Eyal Zisser, Howard C. Doyle, Francis J. Ind Eng Chem Res Treatment of type 1 diabetes mellitus could be greatly improved by applying a closed-loop control strategy to insulin delivery, also known as an artificial pancreas (AP). In this work, we outline the design of a fully implantable AP using intraperitoneal (IP) insulin delivery and glucose sensing. The design process utilizes the rapid glucose sensing and insulin action offered by the IP space to tune a PID controller with insulin feedback to provide safe and effective insulin delivery. The controller was tuned to meet robust performance and stability specifications. An anti-reset windup strategy was introduced to prevent dangerous undershoot toward hypoglycemia after a large meal disturbance. The final controller design achieved 78% of time within the tight glycemic range of 80–140 mg/dL, with no time spent in hypoglycemia. The next step is to test this controller design in an animal model to evaluate the in vivo performance. American Chemical Society 2015-06-09 2015-10-28 /pmc/articles/PMC4627627/ /pubmed/26538805 http://dx.doi.org/10.1021/acs.iecr.5b01237 Text en Copyright © 2015 American Chemical Society This is an open access article published under an ACS AuthorChoice License (http://pubs.acs.org/page/policy/authorchoice_termsofuse.html) , which permits copying and redistribution of the article or any adaptations for non-commercial purposes. |
spellingShingle | Huyett, Lauren M. Dassau, Eyal Zisser, Howard C. Doyle, Francis J. Design and Evaluation of a Robust PID Controller for a Fully Implantable Artificial Pancreas |
title | Design and Evaluation of a
Robust PID Controller for a Fully Implantable
Artificial Pancreas |
title_full | Design and Evaluation of a
Robust PID Controller for a Fully Implantable
Artificial Pancreas |
title_fullStr | Design and Evaluation of a
Robust PID Controller for a Fully Implantable
Artificial Pancreas |
title_full_unstemmed | Design and Evaluation of a
Robust PID Controller for a Fully Implantable
Artificial Pancreas |
title_short | Design and Evaluation of a
Robust PID Controller for a Fully Implantable
Artificial Pancreas |
title_sort | design and evaluation of a
robust pid controller for a fully implantable
artificial pancreas |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4627627/ https://www.ncbi.nlm.nih.gov/pubmed/26538805 http://dx.doi.org/10.1021/acs.iecr.5b01237 |
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