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...

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Main Authors: Ali Seyedi, Mohammad Najafi, Gregory T. Russell, Yousef Mohammadi, Eduardo Vivaldo-Lima, Alexander Penlidis
Format: Article
Language:English
Published: MDPI AG 2020-10-01
Series:Processes
Subjects:
Online Access:https://www.mdpi.com/2227-9717/8/10/1291
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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
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