Published February 1, 2017 | Version v1
Journal article

A moment projection method for population balance dynamics with a shrinkage term

  • 1. Department of Mechanical Engineering, National University of Singapore, Engineering Block EA, Engineering Drive 1, 117576 (Singapore)
  • 2. Department of Chemical Engineering and Biotechnology, University of Cambridge, New Museums Site, Pembroke Street, Cambridge, CB2 3RA (United Kingdom)
  • 3. School of Chemical and Biomedical Engineering, Nanyang Technological University, 62 Nanyang Drive, 637459 (Singapore)

Description

A new method of moments for solving the population balance equation is developed and presented. The moment projection method (MPM) is numerically simple and easy to implement and attempts to address the challenge of particle shrinkage due to processes such as oxidation, evaporation or dissolution. It directly solves the moment transport equation for the moments and tracks the number of the smallest particles using the algorithm by Blumstein and Wheeler (1973) . The performance of the new method is measured against the method of moments (MOM) and the hybrid method of moments (HMOM). The results suggest that MPM performs much better than MOM and HMOM where shrinkage is dominant. The new method predicts mean quantities which are almost as accurate as a high-precision stochastic method calculated using the established direct simulation algorithm (DSA).

Availability note (English)

Available from http://dx.doi.org/10.1016/j.jcp.2016.10.030

Additional details

Identifiers

DOI
10.1016/j.jcp.2016.10.030;
PII
S0021-9991(16)30528-9;

Publishing Information

Journal Title
Journal of Computational Physics
Journal Volume
330
Journal Page Range
p. 960-980
ISSN
0021-9991
CODEN
JCTPAH

Optional Information

Copyright
Copyright (c) 2016 Elsevier Science B.V., Amsterdam, The Netherlands, All rights reserved.