Accurately modeling the solids section of a process is critical to product quality. Commonly, the solid and fluid sections of a process are modeled separately, making troubleshooting and optimizing inefficient and time-consuming. Additionally, solids are described by distributed properties rather than concentrated properties, which adds an extra level of complexity. These difficulties often lead to neglected or over-simplified solids modeling.