Prediction of roller compacted ribbon solid fraction for quality by design development

A current focus of the pharmaceutical industry drug development process is to incorporate mathematical modeling as part of a Quality by Design (QBD) development strategy. In support of this effort, a simple yet robust model is provided to control the solid fraction (a.k.a. relative density) of ribbons produced during a roller compaction unit operation. An equation is provided to calculate the stress applied to the ribbon as a function of the roll force, radius, and width. While roller compaction is considered as a plane-strain deformation process (ribbons become thinner and longer, but not wider), the calculated stress is provided as an equivalent value relevant to a uniaxial-strain deformation process such as tablet compression (i.e. tablets become shorter, but not thicker or wider). The ‘equivalent stress’ thus provides a mechanism to compare roller compaction stresses with tablet compression stresses and associated solid fractions. Specifically, the ribbon solid fraction will equal the tablet solid fraction when the applied equivalent stress matches the applied tabletting stress. s work, the equivalent stress equation is derived as a combination of basic physics and trending of historical measured roll stress profiles from various published sources. The model is then applied to new experimental data by comparing ribbon solid fractions to tablet solid fractions at various stresses and for various formulations.