TY - JOUR
T1 - On the use of sectional techniques for the solution of depolymerization population balances
T2 - Results on a discrete-continuous mesh
AU - Ahamed, Firnaaz
AU - Singh, Mehakpreet
AU - Song, Hyun Seob
AU - Doshi, Pankaj
AU - Ooi, Chien Wei
AU - Ho, Yong Kuen
N1 - Publisher Copyright:
© 2020 The Society of Powder Technology Japan
PY - 2020/7
Y1 - 2020/7
N2 - To study the discrete bond-breaking phenomena of depolymerization, the use of a fully continuous Population Balance Equation (PBE) is inadequate to embody all the inherent characteristics of the process, thus resulting in the need for a discrete-continuous mesh. Here, the performance of the fixed pivot technique (FPT) and the cell average technique (CAT) in approximating discrete depolymerization was extensively compared and evaluated. Both methods show different accuracy depending on the breakage mechanisms. For chain-end scission, the FPT and the CAT solutions coincide and satisfactorily predict the population densities and moments. We identified a previously-not-reported issue of a precipitous drop in the number density at the boundary of discrete and continuous region specifically for chain-end scission. We fixed this problem by modifying the particle allocation functions at the boundary points. For random scission, by introducing modifications that mimic the inherently discrete bond-breaking depolymerization process, both techniques predict the population densities and moments accurately at a very coarse mesh, even though the performance of the CAT pales in comparison with the FPT. In all assessed cases, the FPT is more computationally efficient and easily implemented. The assessments in this present work intend to provide a clear-cut direction to efficient and economical modelling of depolymerization processes.
AB - To study the discrete bond-breaking phenomena of depolymerization, the use of a fully continuous Population Balance Equation (PBE) is inadequate to embody all the inherent characteristics of the process, thus resulting in the need for a discrete-continuous mesh. Here, the performance of the fixed pivot technique (FPT) and the cell average technique (CAT) in approximating discrete depolymerization was extensively compared and evaluated. Both methods show different accuracy depending on the breakage mechanisms. For chain-end scission, the FPT and the CAT solutions coincide and satisfactorily predict the population densities and moments. We identified a previously-not-reported issue of a precipitous drop in the number density at the boundary of discrete and continuous region specifically for chain-end scission. We fixed this problem by modifying the particle allocation functions at the boundary points. For random scission, by introducing modifications that mimic the inherently discrete bond-breaking depolymerization process, both techniques predict the population densities and moments accurately at a very coarse mesh, even though the performance of the CAT pales in comparison with the FPT. In all assessed cases, the FPT is more computationally efficient and easily implemented. The assessments in this present work intend to provide a clear-cut direction to efficient and economical modelling of depolymerization processes.
KW - Discrete-continuous model
KW - Numerical solution
KW - Polymer degradation
KW - Population balances
KW - Sectional techniques
UR - http://www.scopus.com/inward/record.url?scp=85085032639&partnerID=8YFLogxK
U2 - 10.1016/j.apt.2020.04.032
DO - 10.1016/j.apt.2020.04.032
M3 - Article
AN - SCOPUS:85085032639
SN - 0921-8831
VL - 31
SP - 2669
EP - 2679
JO - Advanced Powder Technology
JF - Advanced Powder Technology
IS - 7
ER -