Method of Moments Applied to Most-Likely High-Temperature Free-Radical Polymerization Reactions
Many widely-used polymers are made via free-radical polymerization. Mathematical models of polymerization reactors have many applications such as reactor design, operation, and intensification. The method of moments has been utilized extensively for many decades to derive rate equations needed to pr...
Main Authors: | , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2019-09-01
|
Series: | Processes |
Subjects: | |
Online Access: | https://www.mdpi.com/2227-9717/7/10/656 |
id |
doaj-ab24a3857d7345d08fcdb0dfc4e83986 |
---|---|
record_format |
Article |
spelling |
doaj-ab24a3857d7345d08fcdb0dfc4e839862020-11-25T02:14:13ZengMDPI AGProcesses2227-97172019-09-0171065610.3390/pr7100656pr7100656Method of Moments Applied to Most-Likely High-Temperature Free-Radical Polymerization ReactionsHossein Riazi0Ahmad Arabi Shamsabadi1Michael C. Grady2Andrew M. Rappe3Masoud Soroush4Department of Chemical & Biomedical Engineering, Drexel University, Philadelphia, PA 19104, USADepartment of Chemical & Biomedical Engineering, Drexel University, Philadelphia, PA 19104, USAAxalta Coating Systems, Philadelphia Navy Yard, PA 19112, USADepartment of Chemistry, University of Pennsylvania, Philadelphia, PA 19104-6323, USADepartment of Chemical & Biomedical Engineering, Drexel University, Philadelphia, PA 19104, USAMany widely-used polymers are made via free-radical polymerization. Mathematical models of polymerization reactors have many applications such as reactor design, operation, and intensification. The method of moments has been utilized extensively for many decades to derive rate equations needed to predict polymer bulk properties. In this article, for a comprehensive list consisting of more than 40 different reactions that are most likely to occur in high-temperature free-radical homopolymerization, moment rate equations are derived methodically. Three types of radicals—secondary radicals, tertiary radicals formed through backbiting reactions, and tertiary radicals produced by intermolecular chain transfer to polymer reactions—are accounted for. The former tertiary radicals generate short-chain branches, while the latter ones produce long-chain branches. In addition, two types of dead polymer chains, saturated and unsaturated, are considered. Using a step-by-step approach based on the method of moments, this article guides the reader to determine the contributions of each reaction to the production or consumption of each species as well as to the zeroth, first and second moments of chain-length distributions of live and dead polymer chains, in order to derive the overall rate equation for each species, and to derive the rate equations for the leading moments of different chain-length distributions. The closure problems that arise are addressed by assuming chain-length distribution models. As a case study, β-scission and backbiting rate coefficients of methyl acrylate are estimated using the model, and the model is then applied to batch spontaneous thermal polymerization to predict polymer average molecular weights and monomer conversion. These predictions are compared with experimental measurements.https://www.mdpi.com/2227-9717/7/10/656method of momentsfree-radical polymerizationmethyl acrylatethermal polymerizationhigh-temperature polymerization |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Hossein Riazi Ahmad Arabi Shamsabadi Michael C. Grady Andrew M. Rappe Masoud Soroush |
spellingShingle |
Hossein Riazi Ahmad Arabi Shamsabadi Michael C. Grady Andrew M. Rappe Masoud Soroush Method of Moments Applied to Most-Likely High-Temperature Free-Radical Polymerization Reactions Processes method of moments free-radical polymerization methyl acrylate thermal polymerization high-temperature polymerization |
author_facet |
Hossein Riazi Ahmad Arabi Shamsabadi Michael C. Grady Andrew M. Rappe Masoud Soroush |
author_sort |
Hossein Riazi |
title |
Method of Moments Applied to Most-Likely High-Temperature Free-Radical Polymerization Reactions |
title_short |
Method of Moments Applied to Most-Likely High-Temperature Free-Radical Polymerization Reactions |
title_full |
Method of Moments Applied to Most-Likely High-Temperature Free-Radical Polymerization Reactions |
title_fullStr |
Method of Moments Applied to Most-Likely High-Temperature Free-Radical Polymerization Reactions |
title_full_unstemmed |
Method of Moments Applied to Most-Likely High-Temperature Free-Radical Polymerization Reactions |
title_sort |
method of moments applied to most-likely high-temperature free-radical polymerization reactions |
publisher |
MDPI AG |
series |
Processes |
issn |
2227-9717 |
publishDate |
2019-09-01 |
description |
Many widely-used polymers are made via free-radical polymerization. Mathematical models of polymerization reactors have many applications such as reactor design, operation, and intensification. The method of moments has been utilized extensively for many decades to derive rate equations needed to predict polymer bulk properties. In this article, for a comprehensive list consisting of more than 40 different reactions that are most likely to occur in high-temperature free-radical homopolymerization, moment rate equations are derived methodically. Three types of radicals—secondary radicals, tertiary radicals formed through backbiting reactions, and tertiary radicals produced by intermolecular chain transfer to polymer reactions—are accounted for. The former tertiary radicals generate short-chain branches, while the latter ones produce long-chain branches. In addition, two types of dead polymer chains, saturated and unsaturated, are considered. Using a step-by-step approach based on the method of moments, this article guides the reader to determine the contributions of each reaction to the production or consumption of each species as well as to the zeroth, first and second moments of chain-length distributions of live and dead polymer chains, in order to derive the overall rate equation for each species, and to derive the rate equations for the leading moments of different chain-length distributions. The closure problems that arise are addressed by assuming chain-length distribution models. As a case study, β-scission and backbiting rate coefficients of methyl acrylate are estimated using the model, and the model is then applied to batch spontaneous thermal polymerization to predict polymer average molecular weights and monomer conversion. These predictions are compared with experimental measurements. |
topic |
method of moments free-radical polymerization methyl acrylate thermal polymerization high-temperature polymerization |
url |
https://www.mdpi.com/2227-9717/7/10/656 |
work_keys_str_mv |
AT hosseinriazi methodofmomentsappliedtomostlikelyhightemperaturefreeradicalpolymerizationreactions AT ahmadarabishamsabadi methodofmomentsappliedtomostlikelyhightemperaturefreeradicalpolymerizationreactions AT michaelcgrady methodofmomentsappliedtomostlikelyhightemperaturefreeradicalpolymerizationreactions AT andrewmrappe methodofmomentsappliedtomostlikelyhightemperaturefreeradicalpolymerizationreactions AT masoudsoroush methodofmomentsappliedtomostlikelyhightemperaturefreeradicalpolymerizationreactions |
_version_ |
1724900998473842688 |