(333g) A Hybrid Multivariate Model for Understanding Fluid Bed Wet Granulation Process Parameters Impact on Tablet Physicals
AIChE Annual Meeting
2023
2023 AIChE Annual Meeting
Particle Technology Forum
Particulate Process Modeling and Product Design
Tuesday, November 7, 2023 - 2:18pm to 2:36pm
Fluid bed wet granulation is a complex process as it involves several phenomena such as fluidization, granulation, and drying occurring simultaneously. To bypass mechanistic description of complex dynamic relationships between process parameters and responses, a partial-least-squares model was developed from the experimental data that was used to predict granule particle size. Subsequently, the granule particle size was used as an intermediate variable to relate fluid bed wet granulation process parameters to the resulting tablet physicals (e.g., tablet tensile strength). Combined, these relationships generate an integrated multivariate model which uses fluid bed wet granulation process parameters and compression stress as inputs to predict tablet tensile strength.