Neural Network Inverse Model Controllers for Paracetamol Unseeded Batch Cooling Crystallization

FARD Lima, MGF de Moraes, MA Grover… - Industrial & …, 2024 - ACS Publications
Crystallization is a common process for purification and product design in the
pharmaceutical industrial field. To develop an efficient crystallization process, the generated …

Controlling Paracetamol Unseeded Batch Crystallization with NMPC and Inverse Model

FARD Lima, MGF de Moraes, MA Grover, AG Barreto… - IFAC-PapersOnLine, 2024 - Elsevier
In this work, two model-based controllers were developed, one based on a nonlinear model-
based controller (NMPC) using a population balance model (PBM) and another using a …