TY - JOUR
T1 - Development of a Population Balance Model of a pharmaceutical drying process and testing of solution methods
AU - Mortier, Séverine Thérèse F.C.
AU - Gernaey, Krist
AU - De Beer, Thomas
AU - Nopens, Ingmar
PY - 2013
Y1 - 2013
N2 - Drying is frequently used in the production of pharmaceutical tablets. Simulation-based control strategy development for such a drying process requires a detailed model. First, the drying of wet granules is modelled using a Population Balance Model. A growth term based on a reduced model was used, which describes the decrease of the moisture content, to follow the moisture content distribution for a batch of granules. Secondly, different solution methods for solving the PBM are compared. The effect of grid size (discretization methods) is analyzed in terms of accuracy and calculation time. All tested methods are compared based on their ability to predict moment dynamics and the distribution, and their computational burden. The Method of Characteristics, a fast method, is able to calculate the distribution accurately with a coarse grid. The Quadrature Method of Moments requires even less calculation time, but results in a set of moments. © 2012 Elsevier Ltd.
AB - Drying is frequently used in the production of pharmaceutical tablets. Simulation-based control strategy development for such a drying process requires a detailed model. First, the drying of wet granules is modelled using a Population Balance Model. A growth term based on a reduced model was used, which describes the decrease of the moisture content, to follow the moisture content distribution for a batch of granules. Secondly, different solution methods for solving the PBM are compared. The effect of grid size (discretization methods) is analyzed in terms of accuracy and calculation time. All tested methods are compared based on their ability to predict moment dynamics and the distribution, and their computational burden. The Method of Characteristics, a fast method, is able to calculate the distribution accurately with a coarse grid. The Quadrature Method of Moments requires even less calculation time, but results in a set of moments. © 2012 Elsevier Ltd.
KW - Discrete event simulation
KW - Drug products
KW - Granulation
KW - Mathematical models
KW - Method of moments
KW - Moisture determination
KW - Drying
U2 - 10.1016/j.compchemeng.2012.11.005
DO - 10.1016/j.compchemeng.2012.11.005
M3 - Journal article
SN - 0098-1354
VL - 50
SP - 39
EP - 53
JO - Computers & Chemical Engineering
JF - Computers & Chemical Engineering
ER -