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Design of an embedded inverse-feedforward biomolecular tracking controller for enzymatic reaction processes
Feedback control is widely used in chemical engineering to improve the performance and robustness of chemical processes. Feedback controllers require a ‘subtractor’ that is able to compute the error between the process output and the reference signal. In the case of embedded biomolecular control cir...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Pergamon Press
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5362158/ https://www.ncbi.nlm.nih.gov/pubmed/28392606 http://dx.doi.org/10.1016/j.compchemeng.2017.01.027 |
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author | Foo, Mathias Kim, Jongrae Sawlekar, Rucha Bates, Declan G. |
author_facet | Foo, Mathias Kim, Jongrae Sawlekar, Rucha Bates, Declan G. |
author_sort | Foo, Mathias |
collection | PubMed |
description | Feedback control is widely used in chemical engineering to improve the performance and robustness of chemical processes. Feedback controllers require a ‘subtractor’ that is able to compute the error between the process output and the reference signal. In the case of embedded biomolecular control circuits, subtractors designed using standard chemical reaction network theory can only realise one-sided subtraction, rendering standard controller design approaches inadequate. Here, we show how a biomolecular controller that allows tracking of required changes in the outputs of enzymatic reaction processes can be designed and implemented within the framework of chemical reaction network theory. The controller architecture employs an inversion-based feedforward controller that compensates for the limitations of the one-sided subtractor that generates the error signals for a feedback controller. The proposed approach requires significantly fewer chemical reactions to implement than alternative designs, and should have wide applicability throughout the fields of synthetic biology and biological engineering. |
format | Online Article Text |
id | pubmed-5362158 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Pergamon Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-53621582017-04-06 Design of an embedded inverse-feedforward biomolecular tracking controller for enzymatic reaction processes Foo, Mathias Kim, Jongrae Sawlekar, Rucha Bates, Declan G. Comput Chem Eng Article Feedback control is widely used in chemical engineering to improve the performance and robustness of chemical processes. Feedback controllers require a ‘subtractor’ that is able to compute the error between the process output and the reference signal. In the case of embedded biomolecular control circuits, subtractors designed using standard chemical reaction network theory can only realise one-sided subtraction, rendering standard controller design approaches inadequate. Here, we show how a biomolecular controller that allows tracking of required changes in the outputs of enzymatic reaction processes can be designed and implemented within the framework of chemical reaction network theory. The controller architecture employs an inversion-based feedforward controller that compensates for the limitations of the one-sided subtractor that generates the error signals for a feedback controller. The proposed approach requires significantly fewer chemical reactions to implement than alternative designs, and should have wide applicability throughout the fields of synthetic biology and biological engineering. Pergamon Press 2017-04-06 /pmc/articles/PMC5362158/ /pubmed/28392606 http://dx.doi.org/10.1016/j.compchemeng.2017.01.027 Text en © 2017 The Author(s) http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Foo, Mathias Kim, Jongrae Sawlekar, Rucha Bates, Declan G. Design of an embedded inverse-feedforward biomolecular tracking controller for enzymatic reaction processes |
title | Design of an embedded inverse-feedforward biomolecular tracking controller for enzymatic reaction processes |
title_full | Design of an embedded inverse-feedforward biomolecular tracking controller for enzymatic reaction processes |
title_fullStr | Design of an embedded inverse-feedforward biomolecular tracking controller for enzymatic reaction processes |
title_full_unstemmed | Design of an embedded inverse-feedforward biomolecular tracking controller for enzymatic reaction processes |
title_short | Design of an embedded inverse-feedforward biomolecular tracking controller for enzymatic reaction processes |
title_sort | design of an embedded inverse-feedforward biomolecular tracking controller for enzymatic reaction processes |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5362158/ https://www.ncbi.nlm.nih.gov/pubmed/28392606 http://dx.doi.org/10.1016/j.compchemeng.2017.01.027 |
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