“…It should be noted that for highly nonlinear processes, such as batch distillation processes, nonlinear soft sensors should be utilized [ 26 , 27 , 28 , 29 ]. In our earlier work [ 30 ], static PCR models are used. In the current work, the soft sensors are extended to using dynamic PCR models.…”