Latent variable modeling of batch processes for trajectory tracking control

Latent Variable Modeling (LVM) of batch processes is explored from the view point of its application to trajectory tracking model predictive controller design. The ability of the models to capture nonlinearity and time-varying properties of batch processes and to provide a well-behaved description of the process are important characteristics to be considered. Furthermore, the importance of requiring as few batches as possible in the modeling …