Projects
Model Identification and Control Design for a Polymerisation Reactor
For the Semester Project II, I worked on model identification of a propylene polymerisation reactor using physics-informed neural networks (PINNs). The project consisted of two main parts – mathematical modelling of a fluidized bed reactor and training neural networks on data generated from the models of a polypropylene reactor. Why Read more