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Development and Experimental Validation of a Dispersity Model for In Silico RAFT Polymerization

[Image: see text] The exploitation of computational techniques to predict the outcome of chemical reactions is becoming commonplace, enabling a reduction in the number of physical experiments required to optimize a reaction. Here, we adapt and combine models for polymerization kinetics and molar mas...

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Autores principales: Wilding, Clarissa. Y. P., Knox, Stephen. T., Bourne, Richard. A., Warren, Nicholas. J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2023
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9979647/
https://www.ncbi.nlm.nih.gov/pubmed/36874531
http://dx.doi.org/10.1021/acs.macromol.2c01798
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author Wilding, Clarissa. Y. P.
Knox, Stephen. T.
Bourne, Richard. A.
Warren, Nicholas. J.
author_facet Wilding, Clarissa. Y. P.
Knox, Stephen. T.
Bourne, Richard. A.
Warren, Nicholas. J.
author_sort Wilding, Clarissa. Y. P.
collection PubMed
description [Image: see text] The exploitation of computational techniques to predict the outcome of chemical reactions is becoming commonplace, enabling a reduction in the number of physical experiments required to optimize a reaction. Here, we adapt and combine models for polymerization kinetics and molar mass dispersity as a function of conversion for reversible addition fragmentation chain transfer (RAFT) solution polymerization, including the introduction of a novel expression accounting for termination. A flow reactor operating under isothermal conditions was used to experimentally validate the models for the RAFT polymerization of dimethyl acrylamide with an additional term to accommodate the effect of residence time distribution. Further validation is conducted in a batch reactor, where a previously recorded in situ temperature monitoring provides the ability to model the system under more representative batch conditions, accounting for slow heat transfer and the observed exotherm. The model also shows agreement with several literature examples of the RAFT polymerization of acrylamide and acrylate monomers in batch reactors. In principle, the model not only provides a tool for polymer chemists to estimate ideal conditions for a polymerization, but it can also automatically define the initial parameter space for exploration by computationally controlled reactor platforms provided a reliable estimation of rate constants is available. The model is compiled into an easily accessible application to enable simulation of RAFT polymerization of several monomers.
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spelling pubmed-99796472023-03-03 Development and Experimental Validation of a Dispersity Model for In Silico RAFT Polymerization Wilding, Clarissa. Y. P. Knox, Stephen. T. Bourne, Richard. A. Warren, Nicholas. J. Macromolecules [Image: see text] The exploitation of computational techniques to predict the outcome of chemical reactions is becoming commonplace, enabling a reduction in the number of physical experiments required to optimize a reaction. Here, we adapt and combine models for polymerization kinetics and molar mass dispersity as a function of conversion for reversible addition fragmentation chain transfer (RAFT) solution polymerization, including the introduction of a novel expression accounting for termination. A flow reactor operating under isothermal conditions was used to experimentally validate the models for the RAFT polymerization of dimethyl acrylamide with an additional term to accommodate the effect of residence time distribution. Further validation is conducted in a batch reactor, where a previously recorded in situ temperature monitoring provides the ability to model the system under more representative batch conditions, accounting for slow heat transfer and the observed exotherm. The model also shows agreement with several literature examples of the RAFT polymerization of acrylamide and acrylate monomers in batch reactors. In principle, the model not only provides a tool for polymer chemists to estimate ideal conditions for a polymerization, but it can also automatically define the initial parameter space for exploration by computationally controlled reactor platforms provided a reliable estimation of rate constants is available. The model is compiled into an easily accessible application to enable simulation of RAFT polymerization of several monomers. American Chemical Society 2023-02-09 /pmc/articles/PMC9979647/ /pubmed/36874531 http://dx.doi.org/10.1021/acs.macromol.2c01798 Text en © 2023 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by/4.0/Permits the broadest form of re-use including for commercial purposes, provided that author attribution and integrity are maintained (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Wilding, Clarissa. Y. P.
Knox, Stephen. T.
Bourne, Richard. A.
Warren, Nicholas. J.
Development and Experimental Validation of a Dispersity Model for In Silico RAFT Polymerization
title Development and Experimental Validation of a Dispersity Model for In Silico RAFT Polymerization
title_full Development and Experimental Validation of a Dispersity Model for In Silico RAFT Polymerization
title_fullStr Development and Experimental Validation of a Dispersity Model for In Silico RAFT Polymerization
title_full_unstemmed Development and Experimental Validation of a Dispersity Model for In Silico RAFT Polymerization
title_short Development and Experimental Validation of a Dispersity Model for In Silico RAFT Polymerization
title_sort development and experimental validation of a dispersity model for in silico raft polymerization
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9979647/
https://www.ncbi.nlm.nih.gov/pubmed/36874531
http://dx.doi.org/10.1021/acs.macromol.2c01798
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