“…Moreover, this task is hindered because of the very fast deactivation of the catalyst, which is very high with respect to the time scale of the process. Various models have been used to describe the deactivation in laboratory units like Microactivity Test (MAT) [10][11][12][13], fluidized beds [14], microriser [15], and recycle reactor [16,17]. The time-on-stream (TOS) model [10], which is widely used for fitting MAT data, represents catalyst activity as a function of time-on-stream.…”