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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...

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Autores principales: Huyett, Lauren M., Dassau, Eyal, Zisser, Howard C., Doyle, Francis J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2015
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.
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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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