Recommendation for Accurate Experimental Determination of Reactivity Ratios in Chain Copolymerization

A set of copolymerization data at prescribed reactivity ratios was numerically generated and then fit using common methods of data analysis including the copolymer equation, Fineman–Ross, Kelen–Tüdös, and integrated methods of data analysis, such as those reported by Beckingham, Sanoja, and Lynd,...

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Published in:Macromolecules Vol. 52; no. 6; pp. 2277 - 2285
Main Authors: Lynd, Nathaniel A, Ferrier, Robert C, Beckingham, Bryan S
Format: Journal Article
Language:English
Published: American Chemical Society 26-03-2019
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Abstract A set of copolymerization data at prescribed reactivity ratios was numerically generated and then fit using common methods of data analysis including the copolymer equation, Fineman–Ross, Kelen–Tüdös, and integrated methods of data analysis, such as those reported by Beckingham, Sanoja, and Lynd, and Meyer and Lowry. Significantly, the nonintegrated approaches based on the copolymer equation returned systemically inaccurate reactivity ratios, whereas the integrated methods produced consistently accurate reactivity ratios across 560 calculated data sets. Hence, to determine reactivity ratios with the greatest accuracy and efficiency, we recommend that copolymerization data be fit simultaneously to the models reported by Beckingham–Sanoja–Lynd (BSL) and Meyer–Lowry (ML). If the reactivity ratios are consistent, then a nonterminal model of copolymerization adequately describes the copolymerization with a single reactivity ratio parameter. If there is a difference in the reactivity ratios between BSL and ML, then the ML-derived values take precedence and a terminal model of copolymerization describes the kinetics of the system with two independent reactivity ratios. This prescription will ensure that the model with the least complexity will be used to interpret data, and that the reactivity ratios reported are most accurate and descriptive of the underlying copolymerization mechanism. Future use of the copolymer equation, Fineman–Ross, and Kelen–Tüdös to interpret copolymerization data is strongly discouraged due to unquantifiable inaccuracy and needlessly wasted experimental effort.
AbstractList A set of copolymerization data at prescribed reactivity ratios was numerically generated and then fit using common methods of data analysis including the copolymer equation, Fineman–Ross, Kelen–Tüdös, and integrated methods of data analysis, such as those reported by Beckingham, Sanoja, and Lynd, and Meyer and Lowry. Significantly, the nonintegrated approaches based on the copolymer equation returned systemically inaccurate reactivity ratios, whereas the integrated methods produced consistently accurate reactivity ratios across 560 calculated data sets. Hence, to determine reactivity ratios with the greatest accuracy and efficiency, we recommend that copolymerization data be fit simultaneously to the models reported by Beckingham–Sanoja–Lynd (BSL) and Meyer–Lowry (ML). If the reactivity ratios are consistent, then a nonterminal model of copolymerization adequately describes the copolymerization with a single reactivity ratio parameter. If there is a difference in the reactivity ratios between BSL and ML, then the ML-derived values take precedence and a terminal model of copolymerization describes the kinetics of the system with two independent reactivity ratios. This prescription will ensure that the model with the least complexity will be used to interpret data, and that the reactivity ratios reported are most accurate and descriptive of the underlying copolymerization mechanism. Future use of the copolymer equation, Fineman–Ross, and Kelen–Tüdös to interpret copolymerization data is strongly discouraged due to unquantifiable inaccuracy and needlessly wasted experimental effort.
Author Ferrier, Robert C
Lynd, Nathaniel A
Beckingham, Bryan S
AuthorAffiliation Department of Chemical Engineering
McKetta Department of Chemical Engineering
Michigan State University
Department of Chemical Engineering and Materials Science
AuthorAffiliation_xml – name: Department of Chemical Engineering
– name: Michigan State University
– name: McKetta Department of Chemical Engineering
– name: Department of Chemical Engineering and Materials Science
Author_xml – sequence: 1
  givenname: Nathaniel A
  orcidid: 0000-0003-3010-5068
  surname: Lynd
  fullname: Lynd, Nathaniel A
  email: lynd@che.utexas.edu
  organization: McKetta Department of Chemical Engineering
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  givenname: Robert C
  orcidid: 0000-0002-5123-7433
  surname: Ferrier
  fullname: Ferrier, Robert C
  organization: Michigan State University
– sequence: 3
  givenname: Bryan S
  orcidid: 0000-0003-4004-0755
  surname: Beckingham
  fullname: Beckingham, Bryan S
  organization: Department of Chemical Engineering
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Title Recommendation for Accurate Experimental Determination of Reactivity Ratios in Chain Copolymerization
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