A moment projection method for population balance dynamics with a shrinkage term
Creators
- 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.2016.10.030Additional 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
INIS
- Country of Publication
- United States
- Country of Input or Organization
- International Atomic Energy Agency (IAEA)
- INIS RN
- 48069567
- Subject category
- S71: CLASSICAL AND QUANTUM MECHANICS, GENERAL PHYSICS;
- Descriptors DEI
- ACCURACY; ALGORITHMS; BALANCES; COMPUTERIZED SIMULATION; DISSOLUTION; EQUATIONS; EVAPORATION; MOMENTS METHOD; OXIDATION; PARTICLE TRACKS; PARTICLES; PERFORMANCE; SHRINKAGE; STOCHASTIC PROCESSES; TRANSPORT THEORY
- Descriptors DEC
- CALCULATION METHODS; CHEMICAL REACTIONS; MATHEMATICAL LOGIC; MEASURING INSTRUMENTS; PHASE TRANSFORMATIONS; SIMULATION; WEIGHT INDICATORS
Optional Information
- Copyright
- Copyright (c) 2016 Elsevier Science B.V., Amsterdam, The Netherlands, All rights reserved.