Developed a mechanism to model the progress of the desired and un-desired reactions for a chemical transformation investigated within a parameter space at lab and pilot plant scale. This mechanism will be modeled in DynoChem using data collected from the lab and plant experiments. Preliminary evaluation of the data shows that desired reaction is equipment independent (50g to 40kg scale)