Initiator Feeding Policies in Semi-Batch Free Radical Polymerization: A Monte Carlo Study
A Monte Carlo simulation algorithm is developed to visualize the impact of various initiator feeding policies on the kinetics of free radical polymerization. Three cases are studied: (1) general free radical polymerization using typical rate constants; (2) diffusion-controlled styrene free radical p...
Main Authors: | , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2020-10-01
|
Series: | Processes |
Subjects: | |
Online Access: | https://www.mdpi.com/2227-9717/8/10/1291 |
id |
doaj-866dd7cd56424131a5773521ad1eeca2 |
---|---|
record_format |
Article |
spelling |
doaj-866dd7cd56424131a5773521ad1eeca22020-11-25T04:05:14ZengMDPI AGProcesses2227-97172020-10-0181291129110.3390/pr8101291Initiator Feeding Policies in Semi-Batch Free Radical Polymerization: A Monte Carlo StudyAli Seyedi0Mohammad Najafi1Gregory T. Russell2Yousef Mohammadi3Eduardo Vivaldo-Lima4Alexander Penlidis5Department of Polymer Engineering, School of Chemical Engineering, College of Engineering, University of Tehran, P.O. Box 11155-4563, Tehran 1417466191, IranDepartment of Polymer Engineering, School of Chemical Engineering, College of Engineering, University of Tehran, P.O. Box 11155-4563, Tehran 1417466191, IranSchool of Physical and Chemical Sciences, University of Canterbury, Private Bag 4800, Christchurch 8140, New ZealandPetrochemical Research and Technology Company (NPC-rt), National Petrochemical Company (NPC), P.O. Box 14358-84711, Tehran 1993834557, IranFacultad de Química, Departamento de Ingeniería Química, Universidad Nacional Autónoma de México, CU, Mexico City 04510, MexicoDepartment of Chemical Engineering, Institute for Polymer Research (IPR), University of Waterloo, Waterloo, ON N2L 3G1, CanadaA Monte Carlo simulation algorithm is developed to visualize the impact of various initiator feeding policies on the kinetics of free radical polymerization. Three cases are studied: (1) general free radical polymerization using typical rate constants; (2) diffusion-controlled styrene free radical polymerization in a relatively small amount of solvent; and (3) methyl methacrylate free radical polymerization in solution. The number- and weight-average chain lengths, molecular weight distribution (MWD), and polymerization time were computed for each initiator feeding policy. The results show that a higher number of initiator shots throughout polymerization at a fixed amount of initiator significantly increases average molecular weight and broadens MWD. Similar results are also observed when most of the initiator is added at higher conversions. It is demonstrated that one can double the molecular weight of polystyrene and increase its dispersity by 50% through a four-shot instead of a single shot feeding policy. Similar behavior occurs in the case of methyl methacrylate, while the total time drops by about 5%. In addition, policies injecting initiator at high monomer conversions result in a higher unreacted initiator content in the final product. Lastly, simulation conversion-time profiles are in agreement with benchmark literature information for methyl methacrylate, which essentially validates the highly effective and flexible Monte Carlo algorithm developed in this work.https://www.mdpi.com/2227-9717/8/10/1291initiator feeding policiesstyrenemethyl methacrylateMonte Carlo simulationpolymer microstructure |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Ali Seyedi Mohammad Najafi Gregory T. Russell Yousef Mohammadi Eduardo Vivaldo-Lima Alexander Penlidis |
spellingShingle |
Ali Seyedi Mohammad Najafi Gregory T. Russell Yousef Mohammadi Eduardo Vivaldo-Lima Alexander Penlidis Initiator Feeding Policies in Semi-Batch Free Radical Polymerization: A Monte Carlo Study Processes initiator feeding policies styrene methyl methacrylate Monte Carlo simulation polymer microstructure |
author_facet |
Ali Seyedi Mohammad Najafi Gregory T. Russell Yousef Mohammadi Eduardo Vivaldo-Lima Alexander Penlidis |
author_sort |
Ali Seyedi |
title |
Initiator Feeding Policies in Semi-Batch Free Radical Polymerization: A Monte Carlo Study |
title_short |
Initiator Feeding Policies in Semi-Batch Free Radical Polymerization: A Monte Carlo Study |
title_full |
Initiator Feeding Policies in Semi-Batch Free Radical Polymerization: A Monte Carlo Study |
title_fullStr |
Initiator Feeding Policies in Semi-Batch Free Radical Polymerization: A Monte Carlo Study |
title_full_unstemmed |
Initiator Feeding Policies in Semi-Batch Free Radical Polymerization: A Monte Carlo Study |
title_sort |
initiator feeding policies in semi-batch free radical polymerization: a monte carlo study |
publisher |
MDPI AG |
series |
Processes |
issn |
2227-9717 |
publishDate |
2020-10-01 |
description |
A Monte Carlo simulation algorithm is developed to visualize the impact of various initiator feeding policies on the kinetics of free radical polymerization. Three cases are studied: (1) general free radical polymerization using typical rate constants; (2) diffusion-controlled styrene free radical polymerization in a relatively small amount of solvent; and (3) methyl methacrylate free radical polymerization in solution. The number- and weight-average chain lengths, molecular weight distribution (MWD), and polymerization time were computed for each initiator feeding policy. The results show that a higher number of initiator shots throughout polymerization at a fixed amount of initiator significantly increases average molecular weight and broadens MWD. Similar results are also observed when most of the initiator is added at higher conversions. It is demonstrated that one can double the molecular weight of polystyrene and increase its dispersity by 50% through a four-shot instead of a single shot feeding policy. Similar behavior occurs in the case of methyl methacrylate, while the total time drops by about 5%. In addition, policies injecting initiator at high monomer conversions result in a higher unreacted initiator content in the final product. Lastly, simulation conversion-time profiles are in agreement with benchmark literature information for methyl methacrylate, which essentially validates the highly effective and flexible Monte Carlo algorithm developed in this work. |
topic |
initiator feeding policies styrene methyl methacrylate Monte Carlo simulation polymer microstructure |
url |
https://www.mdpi.com/2227-9717/8/10/1291 |
work_keys_str_mv |
AT aliseyedi initiatorfeedingpoliciesinsemibatchfreeradicalpolymerizationamontecarlostudy AT mohammadnajafi initiatorfeedingpoliciesinsemibatchfreeradicalpolymerizationamontecarlostudy AT gregorytrussell initiatorfeedingpoliciesinsemibatchfreeradicalpolymerizationamontecarlostudy AT yousefmohammadi initiatorfeedingpoliciesinsemibatchfreeradicalpolymerizationamontecarlostudy AT eduardovivaldolima initiatorfeedingpoliciesinsemibatchfreeradicalpolymerizationamontecarlostudy AT alexanderpenlidis initiatorfeedingpoliciesinsemibatchfreeradicalpolymerizationamontecarlostudy |
_version_ |
1724435000099602432 |